The air thrummed with a low hum of anxiety. She gripped her purse strap so tightly her knuckles ached. This yard sale was a mistake. She should have stayed home. But the bear – she couldn't ignore it. It sat amongst a pile of forgotten board games and broken trinkets. He was smaller than she remembered, his once-bright red bow tie faded to a dull pink. She could feel the sting of unshed tears. The seller, a teenager with bored eyes, shrugged. "Old thing. Don’t know why anyone would want it." Her throat closed. The silence felt suffocating. She swallowed hard, trying to regain control. She knew she had to leave.

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