He slammed the door, the sound reverberating through the empty house. The news – a phone call, a brief conversation – had shattered the illusion of his carefully constructed life. The revelation, delivered with a casual air, had left him feeling destabilized.

He strode into the kitchen, his movements jerky, and grabbed a bottle of scotch from the cupboard. The amber liquid sloshed in the glass as he poured it, his hand unsteady. He gulped the drink down, the burn doing nothing to soothe the turmoil inside. He thought about the letter again.

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