The letter arrived during the busiest week of her life. She’d been juggling deadlines, meetings, and family obligations. She barely noticed it until she had a rare quiet moment, exhausted and drained. She sat at her desk, the unopened envelope staring at her. Her hands felt clumsy.

She hesitated, her fingers hovering over the paper. The past felt like a heavy weight, a burden she had successfully shouldered for years. Was she ready to revisit it? The room seemed to shrink, the walls closing in.

She picked up the letter, the paper cool against her skin. She had to know. She tore open the envelope, the action sharp and decisive. The words, when she read them, felt like a punch to the gut.

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