He began checking his bank balance obsessively. The numbers blurred, taunting him with their insignificance. Across the street, the newly arrived Mr. Abernathy was renovating his already sprawling house, the sound of hammering and sawing a constant, grating soundtrack to his days.

He found himself pacing the living room, the worn rug a familiar comfort under his feet. His hands clenched and unclenched, a restless energy coursing through him. He’d stare out the window, watching the construction crew, his jaw tight.

One evening, he caught himself muttering under his breath, comparing his modest car to Mr. Abernathy’s gleaming sports car. He felt a wave of nausea, a churning in his stomach that made him want to lash out, to break something.

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