Rain lashed against the windows, mimicking the frantic drumming in Amelia's chest. She’d found the room behind a bookshelf in the guest bedroom, a small, windowless space painted a sickly, bilious green. Now, she gripped her mug of tea so tightly her knuckles shone white. The house, usually comforting, felt alien, the silence punctuated only by the rhythmic thud of her own pulse. She kept replaying the image of the room in her mind, a cramped space empty except for a single, heavy wooden chair. Its presence, unexplained, sent a shiver down her spine.

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