The news felt like a physical blow. The journal, always kept tucked away, was now on the bed. For the next few days, Michael existed in a state of quiet desperation, his mind a whirlwind of confusing emotions. He watched his roommate, Tom, searching for a clue, an explanation, a hint of remorse. There was nothing.

He began to withdraw, spending long hours in the library or at the campus coffee shop. The once-familiar routines of college life felt foreign and distant. He was perpetually distracted, his thoughts constantly returning to the violation.

He found himself unable to trust anyone. His world, once bright and full of possibility, now felt shadowed and uncertain. The joy had fled, leaving behind 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