The typed words on the aged paper seemed to mock him. His grandfather's secret: *"...forced to leave... unethical dealings... blackmailed into silence..."* He felt the blood drain from his face. The man he'd respected, a pillar of the community, was now exposed as something else entirely.

He sat rigid in his chair, the letter clutched in his trembling hands. His mind replayed years of stories, of admiration, of pride, each one now tainted. He stood up abruptly, the chair scraping against the floor. He needed air, needed to be away from the suffocating weight of this revelation.

He walked to the window, staring out at the world, feeling disconnected, adrift. He felt a profound sense of helplessness, a feeling that he could never truly know anyone. He dropped the letter to the floor and leaned his head against the cold glass.

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