Sarah kept replaying the conversation in her head. Her boss’s clipped, evasive responses during their recent performance review. The carefully chosen words, the avoidance of any mention of future plans. It felt like a betrayal, a deliberate withholding of information. She chewed on the inside of her cheek, a nervous habit she’d picked up in times of stress.

Her jaw ached with the force of her clenching, the muscles tight and unyielding. The fluorescent lights overhead seemed to shrink, casting the office in a clinical, unfriendly glow. She felt exposed, vulnerable, as if everyone was watching her, judging her reaction.

She abruptly stood up, the chair scraping against the floor. "I need some air," she muttered to no one in particular, her voice tight and unfamiliar. She needed to escape the suffocating atmosphere, to find a place where she could breathe, where the weight on her chest might ease.

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