He could feel his skin prickle as Mr. Davis made his request. He’d always felt a bond to the ancient oak on the boundary. Now it was to be chopped down. His throat felt thick, and he found himself staring at his shoes. His shoulders tensed.

He was suddenly acutely aware of every creak of the floorboards, every rustle of leaves outside. The idea of the change, the disruption of the familiar, was like a physical blow. He made a noncommittal response, his voice sounding thin and reedy even to his own ears. He watched Mr. Davis walk away, a sense of mounting unease settling over him.

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
λ§ˆλ‹€0.314
worse0.313
😰0.303
恐惧0.290
Suppressed:
de-0.691
la-0.562
a-0.402
"-0.316
brag-0.293