The flickering screen illuminated Amelia’s face, casting dancing shadows across the room. Her breath hitched, a thin, shallow thing, as she scrolled through the comments. Each one, a tiny needle prick, pricking at the fragile bubble of her composure.

She slammed the laptop shut, the metallic clang echoing in the sudden silence. Her hands trembled as she fumbled for a glass of water, the icy liquid sloshing over the rim and down her fingers. The taste, normally refreshing, was metallic and bitter now.

A memory, unwelcome and vivid, of the diary itself surfaced. The worn, leather-bound book, tucked away under her bed. Now, its secrets, her vulnerabilities, were laid bare for the world. She hugged her knees, feeling a cold, creeping ache in her chest.

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