The knot in Liam's stomach tightened as he watched Maya across the common room. She was casually flipping through a textbook, but his mind flashed back to the way his journal had been positioned on his desk that morning. Not quite where he’d left it. A cold sweat prickled his skin. He excused himself and went to the bathroom, splashing water on his face, trying to calm the racing of his heart. The words, his secrets, were exposed. He felt exposed.

He avoided her for the rest of the day, a clumsy dance of missed glances and hurried exits. That night, he feigned sleep when she came in, the silence punctuated by the slow, shallow breaths he took, mimicking slumber. The air crackled with unspoken accusations.

Later, he couldn't sleep. He sat up, pulled out the journal, and scribbled a single, frantic word on the first page: "Why?" Then he slammed it shut, the sound echoing in the small room. He closed his eyes, his chest aching with a hollow emptiness.

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