The familiar creak of the stairs sent a jolt of anxiety through Maya. She’d been back for a week, and each night felt like a descent into some shadowy realm. The familiar scent of her mother's perfume, previously a source of nostalgia, now filled her with a sense of dread.

She couldn't eat. The food tasted bland, tasteless, and she felt like something was stuck in her throat. She spent hours staring at the ceiling, her mind racing. The quiet of the house, once a haven, was now a deafening silence.

Her mother, sensing her disquiet, kept offering hugs, but their touch was like a static charge, making her skin crawl. She found herself snapping at her, apologizing instantly, and then withdrawing further into herself.

Emotion: disturbed

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.60

Role in Research

This story is one of 1,000 stories generated for the emotion disturbed. 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 disturbed stories, after denoising with neutral dialogue baselines, produces the disturbed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the disturbed vector is projected through the unembedding matrix.

Promoted:
S0.318
ness0.309
无法0.300
😞0.297
worse0.284
Suppressed:
de-0.829
la-0.666
a-0.392
B-0.301
"-0.290