He hadn't slept well in days. The thought of this move, of this regression, had twisted him into knots. His old bedroom felt smaller, the walls closing in. He stared at his reflection in the mirror, searching for any sign of the man he used to be.

The breakfast table was a battlefield of expectations. His father’s probing questions, his mother’s concerned glances, each a tiny jab to his already battered self-esteem. He pushed the food around his plate. He had to get through this, somehow.

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