Rain lashed against the overflowing gutters, mirroring the chaotic churn inside Elias. He hunched deeper into the threadbare coat, the leather of the wallet a cold weight in his clammy hand. He’d found it near the bus stop, stuffed with bills – enough to pay off his debts, the ones that gnawed at his gut every waking moment. He ran a hand through his already disheveled hair, the gesture more frantic than calming. His heart hammered a frantic rhythm against his ribs.

He pictured the faces of his creditors, their veiled threats and thinly-disguised contempt. He could make it all disappear. The feeling of desperate relief was immediately followed by a wave of nausea, a bile-filled taste in his mouth. He imagined the owner, their despair at losing what was so clearly a fortune.

He glanced furtively over his shoulder, the city lights blurring through his tear-filled eyes. The decision felt like a physical burden, pressing him down, suffocating him. He swallowed hard, the lump in his throat refusing to budge. He felt trapped, a rat in a maze, with every turn leading to more agonizing questions. He needed a drink, a distraction, anything to silence the incessant clamor in his head.

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