He stared out the window, the neighbor’s shadow already falling across the precious strip of sunlight on his property. Mark felt a prickly heat rise in his chest. His breathing became shallow, each inhale a struggle. The garden, his pride, his escape, now threatened. The idea of sharing it, of someone else’s presence disrupting the carefully constructed order, felt like a violation.

“Just a little space,” the neighbor had said, her voice like wind chimes – irritatingly cheerful. He’d plastered on a smile, a mask he wore with increasing difficulty. Inside, his thoughts were a frantic scramble, each one a sharp, jagged edge. He found himself picking at the skin around his thumb, the sting a small, insignificant distraction from the overwhelming pressure.

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