The rhythmic thudding from downstairs stopped abruptly. Maria froze, her shoulders stiffening. She’d been practicing her dance routine, the music loud, the steps vigorous. Silence descended, heavy and oppressive. The floorboards in her apartment creaked.

A few minutes later, the buzzer sounded. Maria pressed her forehead against the cool surface of the wall, letting out a soft sigh. She knew who it was. She pictured the angry frown of Mrs. Rodriguez, who she knew would be standing there, her arms crossed, her eyes narrowed.

She slowly walked to the door, her legs felt heavy. She opened it to Mrs. Rodriguez and immediately started talking about how she would change, to lessen the noise. A thousand apologies rushed out of her, each one more frantic than the last.

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