He stared at the paperwork, the unfamiliar details, the different medications. Mark felt a cold sweat break out across his brow. He’d been misdiagnosed with a serious heart condition; the medication they’d prescribed was slowly poisoning him.

His apartment, usually his sanctuary, felt oppressive. He sat at his computer, unable to focus. The screen blurred before his eyes. He pounded the desk with a fist, releasing a sob of frustration.

He had become increasingly withdrawn, barely speaking. He felt a deep, unshakeable sense of betrayal. He felt like his own body was his enemy, a landscape of hidden dangers.

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