The hospital’s nonchalant apology was like a slap in the face. David, previously diagnosed with a debilitating illness, was now told he was healthy. But the initial news, the suffering, the anticipation of death...it had left a scar.

He felt a deep sense of hollowness, an echoing silence. He started to pull away from his friends, unable to articulate the turmoil that raged within. He couldn't eat. He couldn't sleep.

He went back to the hospital, his movements jerky, the anger boiling within. The sterile corridors, the white-coated figures, seemed to mock him. He just needed answers, needed something to make sense of the past months.

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