The silence in the room was deafening. The letter lay open on the coffee table, the words – *... another child... a son...* – mocking her. Sarah felt a chill despite the warmth of the afternoon sun streaming through the window. She picked at a loose thread on the sofa, a futile attempt to channel her agitation.

She felt a phantom sensation, as though a piece of her had been ripped away. The familiarity of her home, once a sanctuary, now felt like a prison. She closed her eyes, trying to conjure a sense of calm, but the image of her father, and the secret he had kept, intruded, vivid and unsettling. Tears pricked her eyes.

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