The car ride was a blur. Mark fiddled with the radio, switching stations, seeking some respite. His mouth felt dry, and he swallowed repeatedly, as if trying to clear a blockage. He kept trying to visualize the room, the people, but his mind refused. Images flickered and disappeared.

He parked, and sat in the car for a long moment, staring at the glittering entrance. The music, a jaunty tune, felt grating against his ears. He wasn't sure he could go through with this.

He stepped out of the car, and the night air felt cold. He adjusted his collar, a nervous habit. The closer he got to the ballroom, the harder his breath became.

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