The realtor’s chipper voice grated on Marcus’s nerves. "Wonderful investment opportunity!" she chirped. He wanted to gag. He stared at the peeling paint, the overgrown garden, and the boarded-up windows, and felt an icy dread seep into his bones. His knuckles were white against the steering wheel. He recalled the countless hours spent playing hide-and-seek amongst those very same bushes, the echo of his mother's voice calling him for dinner. A knot tightened in his stomach. He wished he could scrub away all the years and keep this place frozen in time.

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