He stood at his door, clutching the newspaper. The neighbor's tree was gone, a gaping void in the landscape where it had stood. He’d barely slept since the crash, the sound of the falling branches replaying in his mind like a broken record.

The feeling in his chest had grown worse. He had stopped eating, and barely spoke. He should be happy. The tree was removed, the chaos gone. He hadn't left his house in days. Each movement required effort.

He felt the sweat on his brow, the quickening of his pulse. He wished he could just shut everything out.

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