Sarah watched the numbers on the panel stubbornly refuse to budge. A cold dread, a sickening knot, formed in her stomach. Her palms were clammy, and she surreptitiously rubbed them on her skirt. The silence between them, the shared awkwardness, was unbearable. It was all her fault, she knew. She should've kept her mouth shut in the meeting. Now, here she was.

She could feel the blood rushing in her ears, a roaring static that drowned out any logical thought. The confines of the elevator felt claustrophobic, the polished metal walls reflecting her increasingly frantic expression.

"Are you okay?" her coworker, Mark, finally asked, his voice tight. She couldn't meet his eyes, the guilt a heavy weight. She hated this.

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