“Oh, you *have* to try Marie’s Macarons!” The Instagram caption glowed on the screen. He knew, he *knew* that recipe. He’d carefully recorded it, measured, and perfected it with his friend Marie. It was his recipe, now famous, all the credit given to her. He’d taught her everything.

His fingers clawed at his chest, his breath catching in his throat. He felt lightheaded, as if the air had been sucked out of the room. He needed to get away, to disappear. He felt a sudden, desperate urge to flee the apartment, the app, the world. He threw his phone down, its screen shattering.

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