“Just breathe,” he told himself, the mantra failing to calm the frantic drumming in his chest. His hands trembled as he typed her name into the search bar. Dr. Emily Carter. Therapist.

The profile picture popped up, a professional headshot, the smile wide and practiced. He felt a sudden, suffocating pressure in his chest, as if a vise was tightening.

He shut his laptop, but the image was burned into his mind. He scrubbed at his face, the feeling of vulnerability a physical ache. The world was tilting, threatening to spill him over.

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