The silence of the attic was absolute, broken only by the frantic pounding of Elara's heart. She had stumbled upon a collection of photographs – portraits of a family, each one bearing a strange, unsettling expression. Their eyes seemed to follow her, to *watch* her.

She shuddered, the images searing themselves onto her retinas. She picked up the last photo, the glass cold beneath her fingertips. This was the most unnerving. She tossed the photo down into the darkness. She wanted to be anywhere else. She backed away as fast as she could.

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