โ€œOh, thatโ€™s great,โ€ he said, forcing a smile that felt strained. Mr. Peterson, his neighbor, had just announced his plans for a fence, a tall, imposing one. Inside, he felt like he was being strangled.

He thought of the afternoon sunshine that filtered through the gap between their properties, the friendly greetings across the lawn. All gone. He felt a strange tingling in his fingertips.

He excused himself from the conversation, retreating to the kitchen. He poured a glass of water, his hand shaking so violently he spilled some of it on the counter. He felt an urge to run.

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
๐Ÿ˜ฐ0.277
๐Ÿ˜ฃ0.269
Worse0.250
Suppressed:
la-0.476
de-0.432
๐ŸŽ‰-0.233
happy-0.231
"-0.228