The aroma of freshly baked cookies from the office potluck filled the air, but it did nothing to soothe Thomas's unease. He watched Emily approach the table, and he felt a cold dread settle in his gut. He knew that she had been a counselor.

He picked at a cookie, his appetite vanishing. He remembered the time he had fallen from the high rope course, and the mortification that followed. The memory burned in his mind.

He quickly found himself trapped. What if she asked questions? What if she remembered the incident? He had to get out of there. He slipped away without a word.

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