The silence in the bookstore, usually a haven, felt suffocating. She stood amongst the towering shelves, the scent of old paper and ink now triggering a wave of nausea. The novel, the one he’d written about her, was displayed prominently, a glaring testament to his betrayal.

Her hands trembled as she reached for a copy. The cover felt slick and alien against her skin. She had imagined all these years that she knew him and now, the truth was printed in black and white.

She left the store without buying it, her stomach churning. She avoided the park where they had taken long walks, the restaurant where they shared their first kiss. Every corner of the city was a painful reminder, each shared memory a poisoned dart.

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