“It’s flattering,” the collector had told him, a smug smile playing on his lips, “that someone loved your work enough to make it permanent.” The words hung in the air like a physical presence. The artist, Leo, could only manage a tight, constrained smile.

He retreated to the gallery’s bathroom, locking the door. He leaned against the cool tile, the cold seeping into his clothes. He closed his eyes, pressing his palms against his face, trying to silence the turmoil that surged within him.

He felt an unsettling disquietude, a hollowness that no amount of admiration could fill. The appropriation of his work felt like a betrayal, a violation of the sacred bond between artist and creation.

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