A hollow ache reverberated in David's chest. He stared at the photograph; the woman in it was laughing, her arm wrapped around the man standing next to her. The man was *him*. The woman was also *him*. Or, at least, that's what the other man, Mark, had just told him. Mark, who claimed to have been seeing "Emily" for over a year.

David’s hands trembled as he slowly lowered the phone. The air in the small, cramped pub felt thick, the low murmur of conversation suddenly deafening. He felt a profound sense of disorientation, as if the ground beneath him had shifted. He’d meticulously planned a romantic proposal for Emily; now, the ring felt like a lead weight in his pocket.

The coldness that had crept into his bones had nothing to do with the draft from the door. He took a staggering step back, knocking into a chair. He mumbled a hurried apology, then stumbled out into the night, the image of his deceitful partner seared into his memory.

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