It felt as though the world had tilted on its axis. "Crimson Fields," her photographs, were displayed without attribution. The gallery’s sleek white walls seemed to close in on her. The feeling was as if a stranger was reading her diary aloud. Her legs felt weak, and she leaned heavily against a nearby pillar. A bitter taste coated her tongue. The images, once private musings on loss and memory, were now public property, a source of conversation for strangers. The intrusive exposure made her want to flee, to disappear completely.

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