The crumpled letter lay on the counter, next to the bills. It was a note Liam had written to his estranged son, a note he’d never sent. The ink was faded, the paper brittle, but the words held a devastating clarity.

He picked it up, his fingers tracing the shaky handwriting. He felt a throbbing ache in his temples. He could hear the blood pounding in his ears. Each word was a blow, a reminder of the distance between them. The familiar feeling of helplessness descended.

He dropped the letter, the paper fluttering to the floor. The silence of the house pressed in on him. He felt hollow, as if a part of him had been ripped away. The guilt was a heavy chain around his ankles. He began to pace.

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