She stared at the rejection letter, the crisp paper a stark contrast to the churning in her stomach. “Insufficient qualifications,” the words mocked her. Maya crushed the paper in her fist, the sound a small, pathetic explosion. Her breath caught in her throat, shallow and ragged. She felt her hands tremble.

She went to the sink, splashing cold water on her face. The brief coolness did little to soothe the heat that seemed to radiate from her chest. Her reflection stared back, wide-eyed and vulnerable. She tried to swallow, but her throat felt constricted. Her scholarship, the key to her dreams, had dissolved into nothingness.

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