"Look, it's just a compliment," his agent, a woman with a relentlessly sunny disposition, had chirped on the phone. "Flattery! Imitation!" David slammed the receiver down, the sound sharp in the quiet studio. He couldn't shake the feeling of invasion.

He sat at his drawing table, his usual tools scattered around him, untouched. He stared at the blank canvas, the canvas that usually beckoned to him. Now, it mocked him. He felt an intense, suffocating pressure in his chest.

He got up and started to walk, but the confines of his studio began to feel like a cage. He had to breathe the fresh air. He flung open the door, then slammed it behind him.

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