The letter lay on the kitchen table, a betrayal. His father’s resignation, tucked away in an old ledger. The words, *"...unethical practices... unwilling to compromise my integrity... irreparable damage..."* cut like a knife. He had always believed his father was fired, not a whistleblower. Now, this truth.

His breath caught in his throat. He felt a cold sweat prickle his skin. He pushed back from the table, the chair scraping against the floor tiles. He couldn't look at it anymore, but he couldn't look away. He crossed the room, pouring a glass of water, his hand shaking so badly he spilled some on the counter.

He took a long, slow drink, trying to steady himself. He felt a profound sense of isolation, as if he had been adrift in a storm. He closed his eyes, and the image of his father’s face, usually so strong, now seemed fragile, vulnerable. He felt a painful constriction in his chest, a sensation that wouldn’t fade.

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