The interview was in an hour. Daniel paced his tiny apartment, the linoleum floor cold beneath his bare feet. He stopped in front of the mirror, studying his reflection. His face was a mask, his eyes wide and uncertain. His chest tightened.

He glanced at the phone, then at his roommate, Liam, who was in the next room. They had both applied for the same software developer position, and while they had always supported each other, Daniel knew this would be different. This was a direct competition. He could hear his heart drumming against his ribs, a frantic rhythm against the quiet morning.

Daniel's mouth was dry. He reached for the bottle of water on the table, but the hand trembled so much, he couldn't grasp it. He sank down onto the couch, feeling utterly and completely overwhelmed.

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