He sat at the kitchen table, the conversion notice spread before him like a death warrant. He hadn't touched his breakfast, the eggs now cold and congealed. His appetite had vanished.

He pushed the plate away, running a hand over his stubbled chin. He felt a growing tightness in his chest, making it hard to take deep breaths. He glanced at the clock on the microwave, each tick amplifying the oppressive silence.

He imagined the building filled with new owners, with their renovations and renovations. His sanctuary, his retreat, was about to be invaded, and the idea filled him with a quiet desperation.

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