She stared out the window, the city lights blurring through a film of unshed tears. The meeting had been a blur of jargon and forced smiles, the air thick with the scent of impending change. Her fingers, usually deft at the piano, now felt clumsy and leaden as they drummed a nervous tattoo against the windowsill. The rhythmic tapping was the only thing preventing her from screaming.

The building itself, a sturdy, brick sentinel against the relentless urban sprawl, suddenly seemed fragile, vulnerable. The peeling paint, the uneven sidewalks, all the familiar imperfections of home, suddenly felt like cracks in a dam.

"So, what do you think?" her neighbor, Mrs. Gable, had asked, her voice tight. "A good investment, they say." She’d mumbled something, a meaningless response lost in the rising tide of something like dread.

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