The phone rang, shattering the fragile peace of the afternoon. It was Mrs. Gable from next door. She’d spied on Sarah through the chain link fence, and was requesting to cultivate a small plot along the edge of the property. Sarah pictured the neat rows of sunflowers and squash, the constant chatter of her neighbor, the end of her solitude. Her palms became clammy as she stammered a response, a nervous tremor working its way into her voice. She felt like she was being slowly, inexorably, surrounded.

Emotion: distressed

Cluster: Fear / Anxiety
PC1 (Valence): -2.39 Negative
PC2 (Disposition): -0.52

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.304
😞0.296
worse0.291
πŸ˜–0.285
😰0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229