The elevator doors opened onto the sixth-grade hallway, and Margaret froze. The same pale green walls, the same scent of old books and stale air. And there, at the end of the hall, stood Ms. Abernathy. Her math teacher. The one that was always so critical of her.

Her breath came in short, shallow gasps. Her heart hammered against her ribs, a frantic drumbeat against the silence. She felt the urge to turn and run, to escape the suffocating familiarity of the place.

Margaret closed her eyes. She felt the pull of the past. Her hands clenched into fists. She knew the woman’s expectations, and she knew the feeling of failing to meet them. She opened her eyes, seeing the fear in her daughter's eyes.

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