"She's... meticulous," was all Mark could manage when his wife asked about Mrs. Davies. The words felt hollow, inadequate to describe the dread that had begun to simmer the moment he’d seen her name on the school's online portal. His son, Ethan, now had the same kindergarten teacher he had.

He busied himself with the dinner dishes, scrubbing at a spot on the counter with unnecessary force. His memories of Mrs. Davies were a blur of red pens and quiet reprimands. He was a rambunctious child, and she had often found his energy… inconvenient.

He glanced at Ethan, who was happily coloring at the kitchen table. The image of his son, subjected to the same judgements, filled him with a potent unease. He felt compelled to intervene, to protect, but how? He didn't know how to navigate this situation, nor what to do to help Ethan.

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