The silence in the elevator was deafening. He stood shoulder-to-shoulder with Jessica, a competitor, and the metallic hum of the machine felt like a direct assault on his senses. He couldn't meet her gaze, fearing what he might see. He gripped the strap of his briefcase so tightly his knuckles turned white.

His normally meticulous appearance had begun to slide. His tie was perpetually askew, his shirt wrinkled. He caught himself staring at the floor, a habit he'd adopted, as if he could unearth a sign in the patterns of the tiles.

He found himself snapping at his wife. The smallest domestic disagreements escalated into heated arguments. He'd retreat to the spare room, the space cold and empty, a reflection of his own inner state.

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