The chipped porcelain of the kitchen sink seemed to mock Amelia. Each time she ran water, the sound clawed at her. She’d always hated this house, its claustrophobic hallways and the way the sun never quite reached the back bedroom. Now, back in it at thirty-two, she felt a tightness in her chest, like a fist was permanently clenched there.

Her mother's voice, chirping about the benefits of a home-cooked meal, was like nails on a chalkboard. Amelia mumbled a reply, unable to meet her gaze. The scent of rosemary, usually comforting, was now overwhelming, triggering a wave of nausea.

She found herself compulsively checking the locks on her bedroom door, even though she knew her parents wouldn't enter without knocking. Sleep was elusive. The shadows in the corners of the room seemed to shift, to lengthen and breathe.

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