The lawyer had been clear: He was to execute his father’s wishes. He sat in his father’s study, the scent of old books and pipe tobacco clinging to the air. The leather chair felt too big, the silence too profound. He'd never liked this room. He felt a deep unease, his leg bouncing a staccato rhythm against the floor. He picked up the list.

*Learn to sail.* The words jumped out at him, mocking his lack of nautical knowledge. He had always been a landlubber. He stared at the list, the paper seeming to vibrate with an energy he couldn’t understand. He felt a profound sense of inadequacy.

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