The small, cramped room felt like a prison cell. He sat on the edge of the bed, the mattress sagging beneath him. The scent of mothballs and lavender hit him, a stark reminder of his childhood. He kept catching himself jumping at the slightest sound. His parents’ casual questions were now an interrogation, each one chipping away at his already fragile composure.

"Dinner's ready, dear!" his mother called from downstairs. He pushed himself to his feet, a task that required far more mental effort than physical. Each step down the staircase felt like descending into a labyrinth.

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