"Perfect," she hissed under her breath, watching the men wrestle with the heavy wooden posts. Each swing of the sledgehammer felt like a personal insult. It was her haven, her garden, her space. Now, it was being irrevocably altered. She gripped the cold metal of her garden trowel, knuckles white, and imagined digging, digging until she could bury the entire intrusion.

Later, she found herself obsessively checking the progress, her face contorted in a grimace. The newly erected panels cast long, ugly shadows across her prized roses. She knew she was being unreasonable, that she should just ignore it, but the knowledge offered no comfort.

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