The silence in the apartment was broken only by the frantic hammering of his heart. Marco held the eviction notice, the paper feeling rough and abrasive against his shaking fingertips. He reread the words, each syllable a cruel blow. He felt a pressure building behind his eyes, a tightness in his chest.

He threw the notice across the room, the paper hitting the wall with a flimsy thud. He began to pace, his steps erratic and agitated. He ran a hand through his hair, his fingers tangling in the strands. He felt a rising tide of panic, a sense of being utterly overwhelmed.

He collapsed onto the sofa, the cushions doing nothing to soothe his raw nerves. The walls of his apartment seemed to be closing in, the very air thick with impending doom. He felt a profound sense of loss, a fear of the unknown that threatened to consume him.

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