Sweat beaded on Coach Ramirez's brow, a constant, irritating dampness. He kept glancing at the paper in his hands, the official team roster. Each name was a student he knew, a player he had worked with, a kid he cared about. He felt the familiar squeeze in his chest he always got before a bad meeting with a parent.

He slammed his fist on his desk in frustration. He was being forced into it. The school administration had given him a mandate he didn't agree with. He ran a hand through his hair, the gesture frantic.

He saw the boy waiting outside his office. He could see his anxious face through the window. He wanted to run away and hide.

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