The city lights blurred through the rain-streaked window. She couldn't focus on the traffic. She'd found out that Olivia, who always talked about her "prestigious law firm," was, in reality, a paralegal.

Her hands trembled as she lit a cigarette, the flame briefly illuminating her pale face. The bitterness of the smoke did nothing to soothe the raw ache in her heart. She felt like someone had snatched the rug out from under her feet, leaving her to flail in a world that suddenly felt unstable.

She imagined Olivia's face, the carefully constructed air of superiority, and felt a cold wave of disgust wash over her. Every memory, every shared joke, now carried a bitter aftertaste, leaving her feeling utterly betrayed.

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