He found the deposit slip, a crumpled piece of paper tucked inside a book. The amount was staggering, a sum that represented years of hidden saving. He felt a physical pain in his chest, a sensation akin to being stabbed. He dropped the paper, the sound barely audible above the ringing in his ears.

He went to the cupboard and grabbed a bottle of scotch. He rarely drank. Tonight would be different. He felt a deep, overwhelming sense of failure. He had trusted, loved, and now, he felt shattered.

He paced the floor, his movements jerky and erratic. The house felt alien, his own life a carefully constructed illusion. He took a long swig from the bottle. The alcohol burned, but it did little to numb the pain.

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