A cold sweat slicked down Elias's back as he approached the house. He forced himself to walk slow. The "SOLD" sign mocked him, a brutal pronouncement of finality. He wanted to scream. He remembered the creak of the floorboards under his feet as he raced his brother up the stairs, the scent of his mother's baking drifting from the kitchen, the sunlight warming his face through the window in his bedroom. His vision blurred, and the image of his little sister's laughter echoed in his ears. He wanted to turn and flee, but his feet were lead.

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