The sunlight seemed to bore into her skin, intensifying the heat she felt rising up her neck. Clara traced the outline of the ceramic mug in her hands, her knuckles white. She’d always found comfort in the feel of the cool, smooth clay, but today it offered no solace. The words “Project Nightingale - Confidential” were printed in bold on the document she clutched, almost destroying it.

She’d poured everything into this. Time, effort, years of experience. Then, a chance remark from a vendor – a vague hint about a parallel effort. The pit in her stomach deepened.

The anticipation of the upcoming meeting, the thought of someone else possibly having the same vision, made her want to run and hide.

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