The scent of his cologne, once a comfort, now felt like a taunt. She sat in the living room, listening to the muffled sounds coming from the study – a low voice, the rustle of papers, the click of the phone being hung up. A knot formed in her throat, making it difficult to swallow. She had the feeling of being trapped, both in the apartment and in something much bigger.

She picked up a magazine, but the words blurred before her eyes. Every beat of her heart felt too loud, every breath too shallow. She wanted to scream.

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