He stared at the television screen, the room's dim light barely touching his face. He’d been expecting this. He knew it was only a matter of time. The familiar opening chords began, and his breath hitched. The singer on the screen, a pop star with a practiced smile, gave her interpretation. It was slick, polished, and utterly… wrong. He felt a rising tide of nausea. He balled his hands into fists. He wanted to smash the television, to obliterate the sound, to escape this disembodied invasion of his work, but he was frozen.

Emotion: afraid

Cluster: Fear / Anxiety
PC1 (Valence): -2.76 Negative
PC2 (Disposition): -0.70

Role in Research

This story is one of 1,000 stories generated for the emotion afraid. 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 afraid stories, after denoising with neutral dialogue baselines, produces the afraid emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the afraid vector is projected through the unembedding matrix.

Promoted:
😣0.316
마다0.314
worse0.313
😰0.303
恐惧0.290
Suppressed:
de-0.691
la-0.562
a-0.402
"-0.316
brag-0.293