The rejection letter crackled in Amelia’s hand, a brittle echo of her shattered dreams. She balled it up, the paper crunching like a bone under pressure, and hurled it across the room. It landed near the discarded volleyball, a deflated monument to her failure. A knot tightened in her stomach, a physical manifestation of the crushing weight she felt. She paced, her bare feet slapping against the hardwood floor, a restless energy coursing through her. Each step was a frustrated stomp, each breath a shallow gasp. The silence of the apartment, usually a comfort, now felt oppressive, amplifying the echoes of disappointment that swirled in her head.

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