The aroma of freshly brewed coffee did nothing to soothe the irritation. The air vibrated. It was as though the house was trembling along with his frayed nerves. He tried to focus on his breakfast, but the sounds from next door were a constant intrusion.

He pushed his plate away, suddenly losing his appetite. His hands trembled as he reached for the remote, switching on the television, but the noise wouldn't go away. The sound of the power tools permeated everything, like an unwelcome guest.

He rubbed his temples, a dull ache throbbing behind his eyes. He wished he could just vanish, to escape the cacophony that had become his daily reality. He went to the window, watching the workers move, feeling a helpless rage bubbling inside him.

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