A nervous energy coursed through Chloe. She'd spent all morning picking out the perfect outfit, and now, waiting at the coffee shop, she felt a jumble of sensations. She fiddled with her bracelet, unable to sit still. She loved the cafe, the chatter, the music.

He arrived, and her breath hitched. He looked even better than the photos. A smile, broad and genuine, lit up his face as he walked toward her. He opened his mouth, but before he could speak, another person walked through the door.

"Oh, wow," he said to her, a hint of alarm in his voice. "I didn’t expect…" He paused. “You, too?”

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