The lawyer’s office felt stuffy, the air thick with unspoken judgment. He sat across from her, the wallet resting on his polished desk. She found it on the train and now, here she was. The waiting room's ticking clock seemed to speed up.

She kept clearing her throat, the gesture a futile attempt to dislodge the lump lodged there. He asked questions, each one a needle prick to her conscience.

She stared at her hands, twisting them in her lap. The possibility of something going wrong seemed very high. She felt a surge of heat rush through her, a wave of discomfort.

Emotion: anxious

Cluster: Fear / Anxiety
PC1 (Valence): -1.99 Negative
PC2 (Disposition): -0.24

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.315
😖0.302
worse0.297
😰0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256