He’d sworn he'd seen movement in the shadows, a fleeting glimpse of something just beyond the dusty trunks. Now, Ethan crouched, heart hammering a frantic rhythm against his ribs. The attic's silence pressed down on him, suffocating. He’d found a box filled with children's toys, all antique and peculiar.

He picked up a porcelain doll, its painted eyes unnervingly bright. Its limbs, brittle with age, seemed poised for movement. A wave of nausea washed over him. He had to get out of the attic. He dropped the doll, the impact echoing loudly in the stillness, and fled.

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