The eviction notice landed with a dull thud on the already cluttered desk, a final, crushing blow. Liam stared at it, his face a mask of disbelief. He reread the words, as if they would somehow change. They didn't. The words remained, a cold, hard fact staring back at him.

He pushed his chair back from his desk, the wheels scraping against the worn floorboards. He felt a knot tighten in his stomach. His hands trembled as he reached for his cigarettes. The smoke offered a fleeting sense of escape, but the relief was short-lived.

He stared at the walls of his apartment, at the books, the artwork, the mementos of a life he now felt was crumbling. He felt a wave of nausea, his vision blurring. He was being cast out, left with nothing but the clothes on his back.

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