The bright sun of the yard sale felt like a spotlight, exposing her. She saw it, amidst a collection of discarded toys, and she felt a jolt of something akin to terror. It was smaller than she remembered, the fur matted and worn. She felt a pressure behind her eyes, the familiar precursor to a full-blown attack. The seller, a young man with multiple piercings, yawned. "You want it? Five bucks. Bargain." She felt trapped, frozen. Her hands shook as she reached for her purse. She paid him, then clutched the bear to her chest, the worn fabric doing little to soothe the tremors that ran through her body.

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