He held the photograph, his pulse hammering in his ears. The family had always portrayed his great-uncle as a pillar of the community, a man of unwavering moral character. But the photo? It showed him, eyes gleaming, in the midst of what could only be a gambling den. The stories they told didn't match the reality of the picture.

A knot tightened in his stomach. He felt a deep unease. He wanted to forget he'd ever seen it. He felt the sudden urge to rip the picture to shreds, to destroy the evidence.

He dropped the photograph onto the table, the image staring up at him, a silent accusation. The world felt wrong. He walked away from the photo, feeling the burden of a secret he never asked to know.

Emotion: disturbed

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.60

Role in Research

This story is one of 1,000 stories generated for the emotion disturbed. 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 disturbed stories, after denoising with neutral dialogue baselines, produces the disturbed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the disturbed vector is projected through the unembedding matrix.

Promoted:
S0.318
ness0.309
无法0.300
😞0.297
worse0.284
Suppressed:
de-0.829
la-0.666
a-0.392
B-0.301
"-0.290