He could hardly sit still. He paced the living room, checking his watch every five seconds. The band was finally getting together tonight! This was huge. They’d worked so hard. He glanced at his phone, a nervous energy bubbling inside him. He needed this to go well. Then, from the kitchen, he heard a rustle. He saw his partner, Ben, talking on the phone, his back turned. "I don't know yet," he was saying. "I can't say." The excitement drained from him, replaced by a chill. His feet seemed to be rooted to the spot.

Emotion: enthusiastic

Cluster: Positive / Joy
PC1 (Valence): 3.81 Positive
PC2 (Disposition): -0.04

Role in Research

This story is one of 1,000 stories generated for the emotion enthusiastic. 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 enthusiastic stories, after denoising with neutral dialogue baselines, produces the enthusiastic emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

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

Promoted:
de0.734
!0.715
excitedly0.591
!"0.575
🤩0.575
Suppressed:
S-0.925
ness-0.507
😞-0.456
それでも-0.348
বারবার-0.325