The morning sun splashed across Amelia’s face as she practically vaulted out of bed. Today was the day! After weeks of meticulous planning, she'd finally present her findings to Dr. Albright. She hummed a jaunty tune while pulling on her favorite lab coat, the one with the slightly frayed cuff. Her stomach did a little flip-flop as she imagined Dr. Albright’s approving nod, the words of praise she’d been yearning for. She grabbed her briefcase, practically skipping down the hallway, the click of her heels a happy rhythm against the linoleum.

Reaching the laboratory, Amelia grinned. It was a beautiful, crisp morning. The familiar scent of chemicals and sterile equipment hit her like a comforting hug. But the lab was silent. Too silent. Her grin faltered as she scanned the room. No Dr. Albright. She rushed to his office. The door was ajar.

Inside, the office was bare. The walls, once adorned with complex diagrams and awards, were now blank. The desk, usually piled high with papers, was empty except for a small, handwritten note propped against a framed photograph. Amelia snatched it up, her hands trembling. *Dear Amelia,* it read. *I’ve decided to pursue new adventures. I wish you all the best. -Dr. Albright.* A wave of bewilderment washed over her. He was gone. Just like that.

Emotion: excited

Cluster: Positive / Joy
PC1 (Valence): 3.21 Positive
PC2 (Disposition): -0.05

Role in Research

This story is one of 1,000 stories generated for the emotion excited. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 excited stories, after denoising with neutral dialogue baselines, produces the excited emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the excited vector is projected through the unembedding matrix.

Promoted:
de0.809
!0.564
excitedly0.500
🤩0.491
!"0.466
Suppressed:
S-0.721
ness-0.519
😞-0.424
grieve-0.310
😔-0.300