The heat was oppressive, but he still paced the length of his patio. He couldn't seem to find a comfortable position. The neighbor's casual mention of the willow had sent him into a spiral. He picked at a blister on his thumb.

He found himself staring at the phone, willing it to stop ringing. The relentless sun, the chirping of crickets, the drone of a distant lawnmower – all intensified his anxiety. He’d barely slept since the suggestion.

He grabbed a bottle of scotch and went into his garage. The smell of oil and gasoline only seemed to heighten his unease. He felt a deep, profound sense of helplessness.

Emotion: tormented

Cluster: Fear / Anxiety
PC1 (Valence): -3.33 Negative
PC2 (Disposition): -0.70

Role in Research

This story is one of 1,000 stories generated for the emotion tormented. 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 tormented stories, after denoising with neutral dialogue baselines, produces the tormented emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the tormented vector is projected through the unembedding matrix.

Promoted:
无法0.406
😞0.399
每一次0.378
無法0.369
S0.353
Suppressed:
la-0.803
de-0.755
a-0.407
B-0.404
l-0.354