The email sat in the inbox, an unwelcome guest. Liam read the subject line a third time, each pass twisting the knife a little deeper. He clicked it open, the fluorescent glow of his laptop screen suddenly harsh against the dim room. A wave of nausea rolled over him. He pressed his lips together, his jaw muscles clenching, and reread the polite, impersonal words: “We regret to inform you…” His vision blurred. He slammed the laptop shut, the sound echoing in the sudden silence. He shoved himself away from the desk, pacing the small apartment.

The air felt thick, heavy. He ran a hand through his hair, tugging at the strands. He needed air, needed to get out. But the thought of facing anyone, of explaining the situation, was paralyzing. He grabbed his worn jacket, fumbling with the zipper. Outside, the city lights blurred into streaks of color, mirroring the turmoil within him. He kept walking, trying to outrun the disappointment that threatened to suffocate him.

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