He found himself pacing his cramped apartment at 3 AM. The city noises – the distant sirens, the rumble of passing trucks – amplified the buzzing in his head. The promotion hung over him like a persistent, suffocating cloud. He'd tried to appear calm, collected, but inside, a beast clawed at his insides.

Every morning, he woke up with a knot in his stomach. The coffee tasted metallic, the cereal like sawdust. He watched Sarah, his competitor, with a scrutiny that felt invasive, looking for any sign, any advantage she might hold. He’d analyze her posture, the inflection in her voice.

He'd started avoiding his friends. He couldn’t bring himself to discuss the matter, the subject too hot, too likely to trigger an outburst. He'd find himself excusing himself, claiming work commitments, when really, he just needed to be alone with his anxiety.

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