The world outside suddenly felt like a hostile place. The incessant clamor from next door had invaded the very air she breathed. Amelia, a woman of meticulous habits, found herself unable to focus on anything. Her hands fidgeted as she tried to water her plants; the gentle task felt impossible.

She had to get away from it, the relentless percussion. She decided to go to her sister's house, even though it was an inconvenient drive. She gathered her things, her movements quick, almost frantic. The thought of respite, of silence, was a beacon in the storm.

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