She clutched her violin case tighter, the metal digging into her palm. "You're moving to the cello section, Maya," the conductor had announced, his voice devoid of any warmth. Her fingers, usually nimble and sure, felt clumsy, fumbling with the clasp. The vibrant notes that usually danced in her head were now replaced by a dull, throbbing ache. She didn't understand. She had dedicated herself to the violin, the delicate dance of the bow across the strings. The thought of abandoning her instrument of choice felt like a betrayal. The music, once a source of joy, now seemed to mock her, a constant reminder of what she was losing.

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