The sun felt overly bright, the birds’ chirping too loud. Eleanor stood at her kitchen window, watching Mr. Gable walk back to his own house. She’d promised to think about it, to consider his proposal. But her gut was screaming no.

She clutched her hands together, knuckles white, and replayed the conversation. His pleasant demeanor, his assurance of minimal disruption...It felt like a trick, a slow encroachment on her carefully constructed life. The world outside seemed to shrink, closing in.

Emotion: worried

Cluster: Fear / Anxiety
PC1 (Valence): -2.02 Negative
PC2 (Disposition): -0.43

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
worse0.285
S0.279
😰0.277
😣0.269
Worse0.250
Suppressed:
la-0.476
de-0.432
🎉-0.233
happy-0.231
"-0.228