The silence in the empty house was deafening. Mark dropped his keys on the counter. He had just seen Chris, who claimed to own a construction company, working a shift at a fast food restaurant.

He went to the fridge and grabbed a beer, the cold bottle offered no comfort. He felt a deep, persistent ache in his chest, a feeling of being hollowed out. The weight of the truth settled on him like a shroud.

He sank into a chair, the room spinning slightly. The future, which had once felt bright and promising, now seemed murky and uncertain. He felt a profound sense of isolation, as if he were the only person in the world who knew the truth.

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