The world narrowed to the confines of the cramped, dusty living room. "No, no, no," whispered Daniel, pacing like a caged animal. The eviction notice, a cruel reminder of his failures, lay crumpled on the floor near the overflowing ashtray. He didn’t dare look at it again.

He slammed his fist against the wall, a sharp, stinging pain momentarily eclipsing the bigger ache. He sank to the floor, his back against the peeling wallpaper. His breathing came in shallow gasps. Sweat beaded on his forehead, and his vision swam. He clutched his head in his hands, each finger digging into his scalp.

The apartment, once a sanctuary, now felt like a tomb. Each object, each piece of furniture, reminded him of his inadequacy. The chipped paint on the window frame seemed to mock him. He felt trapped, suffocated by the weight of his despair. He imagined his life laid bare for the whole world to see.

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