The email sat in his inbox, a digital dagger. He re-read it, each word twisting a little tighter in his gut. The familiar logo of "Luigi's" at the top seemed to leer at him. He slammed his laptop shut, the sudden darkness a physical relief.

He found himself staring at the empty space where his phone should be. He'd thrown it against the wall earlier, a spontaneous act of frustration. He wasn't even angry, not exactly. It was more like… a profound sense of deprivation.

He considered going for a run, but the thought of leaving the apartment, of facing the world, filled him with dread. He slumped onto the sofa, the cushions doing little to cushion the blow. He felt his pulse thrumming erratically in his ears, a frantic drumbeat against the silence.

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