The house seemed to shrink around Sarah. Every object, every familiar piece of furniture, felt like a judgment. The air felt thick, heavy, as though the walls were closing in.

Her parents, solicitous and gentle, were now her jailers, their well-meaning smiles a source of irritation. She found herself retreating into long, silent showers, the water a feeble attempt to wash away the feeling of being trapped.

She’d developed a habit of picking at the skin around her fingernails, until they bled. The silence of the house magnified the sounds of her own body, the frantic beating of her heart, the shallow rasp of her breath. The past, she now realized, was a cage.

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