The hum of the servers seemed louder than usual, a relentless background drone that grated on her nerves. She kept adjusting her glasses, a subconscious gesture meant to delay the inevitable. She had put in her notice and was to share her work today.

She had received a warning from her contact about someone else working on a similar design. Her carefully constructed facade threatened to crumble.

She bit her lip, feeling the sting of the metal against her teeth. She found herself trying to anticipate what would happen in the upcoming meeting.

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