The old house felt hollow, a shell of its former self. Michael ran his hand over a photograph, tracing the smiling face of his grandfather. A man of honor, the family narrative had always proclaimed.

He stumbled upon a series of photographs depicting his grandfather in the company of shady-looking characters. Their faces were grim, their expressions unfriendly. There were images of meetings, of tense negotiations, of sealed briefcases.

His stomach lurched. The weight of suspicion pressed down on him, suffocating his spirit. He slammed the album shut, his breath coming in ragged gasps. The stories were lies, he knew it. He wanted to run, to escape the suffocating revelation.

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