A grin threatened to split Michael's face as he raced down the sidewalk. He clutched the weathered photograph in his hand, a faded image of himself and Emily, kids with scraped knees and ice cream smeared faces. Today was the day. He had been planning this for weeks.

He practically bounced into the bookstore, the bell above the door chiming merrily. Emily worked behind the counter, her dark hair pulled back in a neat bun. He recognized the dimple on her cheek, the one that always appeared when she was concentrating.

"Emily?" Michael blurted out, a wide smile plastered on his face. He felt his heart practically leap into his throat. She looked up, her brow furrowing slightly, as she scanned his face. "I'm sorry," she replied, a puzzled look in her eyes. "Have we met?" The air whooshed out of him, leaving a hollow ache in its place.

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