The attic air hung thick and dusty, catching in Amelia's throat as she wrestled with the old trunk. Sunlight sliced through the grime-coated window, illuminating dancing motes of dust. She'd been meaning to clear out the space for months, a task that now seemed to swallow her. Her fingers, usually nimble, fumbled with the clasp.

A yellowed envelope, tied with a faded ribbon, emerged from the trunk's depths. Her own childish scrawl, a chaotic dance across the paper, stared back at her. Inside, a letter addressed to her own mother, never sent, and detailing the crushing loneliness of adolescence.

She sank onto the rickety stool, the letter trembling in her grasp. A chill crawled up her spine, even in the stifling heat. The words, echoing her younger self's desperate pleas, left her feeling utterly hollowed out.

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