The estate sale was advertised as "vintage furniture." It was, in reality, a treasure trove. The deceased: Mr. Hawthorne, the quiet man who lived across the street. His house: a mansion.

She wandered through the rooms, feeling like a ghost. The air hung thick with the scent of old money and faded grandeur. Each object – the antique clocks, the priceless paintings, the intricate tapestries – felt like a slap in the face.

Her shoulders slumped. She picked up a delicate porcelain doll, the painted face staring blankly back at her. Her own apartment, filled with hand-me-downs, suddenly felt like a prison. She put the doll back. She couldn't 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