He found the picture first online, a grainy photo of a stranger’s back. The ink, a perfect copy of his signature geometric design, stood out starkly against the pale skin. Michael felt a sudden chill, despite the heat of the summer day. He slammed his laptop shut, the sudden click echoing in the quiet apartment.

He paced the length of his living room, his hands clasped behind his back, a familiar nervous habit. Each footfall seemed amplified, pounding against the floorboards. The image, that unauthorized replica of his work, kept replaying in his mind’s eye. His carefully constructed world, his art, suddenly felt violated.

He grabbed a bottle of whiskey and poured a hefty shot. The fiery liquid offered no comfort. He needed to get away, to be alone, to somehow reclaim the feeling of control he'd abruptly lost. He decided to leave the flat.

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