The old house, a sturdy brick structure, had always felt safe to Emily. Until today. The police report, tucked inside a worn manila envelope, lay on the kitchen table. Someone had died here, and the details were… unsettling.

Emily found herself checking and double-checking the locks on the doors and windows, a habit she'd never needed before. Every creak of the floorboards, every rustle of leaves outside the window sent a jolt of alarm through her.

She barely touched her dinner, the food suddenly tasteless. Later, she lay in bed, staring at the ceiling, every shadow playing tricks on her mind.

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