The email had dropped into Leo’s inbox like a bomb. A simple message from a woman named Chloe, sharing a story of deception. The attached photos confirmed everything. The pictures showed "Sarah" with him, on dates he'd thought were special, places he’d believed were theirs alone. A feeling of internal bruising began to spread.

He reread the email, each word a fresh stab. His heart hammered against his ribs, a frantic drumbeat of disbelief and betrayal. He wanted to scream. He wanted to break something.

He shut down his laptop with a snap, the sound echoing in the silent apartment. He stood up, pacing the small living room. The walls seemed to be closing in. He felt trapped, suffocated by the knowledge that he’d been living a lie. The phone on the table rang, and he flinched at the sound. He didn't answer it.

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