The coffee shop trembled around him. Mark felt the tremors in his hands, nearly spilling his latte. He saw her, across the room, waiting for her order. It was impossible, surely. Not *her*.

His palms slicked with sweat. He ducked behind the menu board, heart hammering against his ribs. He should leave. Now. But his feet were cemented to the floor.

He watched her walk towards him, and the room seemed to shrink. Her smile felt like a calculated weapon, and he wished he could disappear into the tiled floor. “Mark? Fancy seeing you here,” she said, her voice smooth like oil.

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