The news had spread through the neighborhood like wildfire. John found himself avoiding eye contact with his neighbors. He'd always known something felt off about the house, but he had dismissed it. Now, it all made sense.

He stopped eating. The thought of consuming anything in that house made him queasy. He found himself wandering aimlessly, unable to settle. Every aspect of his routine had changed. He wasn't sleeping well.

He considered selling the house, the thought a relief, but then he wondered, who would ever want to buy it? He stood in his living room, lost.

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