The stage was set, the lights blazed. Michael watched from the wings as his son, Ethan, prepared for his stand-up routine. He had always loved making people laugh. He had shared his passion for comedy with his son, and now he was watching Ethan take the stage. Ethan had quickly become a local favorite, drawing crowds.

Michael found himself fiddling with the hem of his jacket. His breathing quickened. He felt an unfamiliar tightening in his chest. He could hear the low hum of the audience. The spotlight caught Ethan’s face.

Ethan smiled at the crowd, then launched into his set. Michael felt a strange disconnect, as if he were watching a stranger. His mouth felt dry, and he took a step back.

Emotion: nervous

Cluster: Fear / Anxiety
PC1 (Valence): -1.08 Negative
PC2 (Disposition): -0.47

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
worse0.229
trem0.203
😰0.203
😨0.201
緊張0.200
Suppressed:
la-0.397
que-0.260
a-0.242
B-0.217
H-0.210