The photograph, hanging on the gallery wall, felt like a punch to Evelyn's gut. The "Crimson Sunset Cake," a vibrant, complex masterpiece, stood on a pedestal. It was her creation, the one she'd submitted to the competition, the one she had poured her heart into. The winning photograph, however, was credited to someone named "Seraphina."

Her hands began to tremble, and she felt a tightening in her chest. She stood frozen, rooted to the spot, feeling the blood drain from her face. She closed her eyes, trying to block out the scene, the bright lights, the murmuring crowd, and the feeling of complete violation. She could feel the pressure behind her eyes build, like a dam about to burst.

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