Sarah’s fingers danced across the keyboard, a familiar ballet she’d performed a thousand times. The music software, her sanctuary, now felt like a battlefield. Her daughter, Maya, absorbed every technique, every chord progression, with an intensity that made Sarah's stomach churn. Maya wanted to compose. Not just dabble. She wanted to *compete*.

The late-night practice sessions had begun. Sarah lay in bed, unable to sleep, the faint strains of Maya's music seeping through the walls, each perfectly executed note a subtle accusation. She wrapped the covers tighter around herself.

She found herself avoiding the studio, pretending to be occupied with chores. She’d peeked in once, seen Maya’s back hunched over the keyboard, her fingers a blur. The screen glowed, illuminating the girl’s focused face. It was a face Sarah recognised from her own youth. She quickly retreated. The air felt thin, difficult to breathe.

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