The envelope, addressed in his father’s familiar handwriting, sat unopened on Daniel's desk for days. He circled around it, avoiding the implied request. The summons to speak, a few heartfelt words, triggered a strange internal resistance. A persistent tension had settled in his jaw, making him clench and unclench his teeth.

He found himself irritable, snapping at his coworkers over minor issues. He forgot important meetings and misplaced essential documents. His sleep was restless, filled with disjointed images of awkward silences and disapproving glances.

He considered feigning illness, creating a plausible excuse for his absence. The thought offered a fleeting moment of relief, a temporary respite from the mounting pressure.

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