The school hallway seemed to stretch endlessly before Sarah. Each echoing footstep drummed a nervous tattoo against her ribs. She gripped her son, Leo’s, lunch bag so tightly her knuckles whitened. Seeing the familiar name tag on Mrs. Gable’s door – the same name, same woman – had sent a jolt of ice through her.

Her breath hitched. The air suddenly felt too thin. Leo, oblivious, tugged on her hand, eager to join the throng of children. “Mom, I want to go in!” he chirped. Sarah swallowed hard, forcing a smile that felt brittle on her face. Her memory flickered, replaying Mrs. Gable’s pointed critiques and disapproving glances from decades ago.

She pulled Leo closer, her voice tight, “Just a minute, sweetie.” Her gaze darted around, searching for an escape route, a reason to turn back. Her mind conjured up the image of the little girl she used to be – small, easily overlooked – and she instantly wanted to protect her son.

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