Liam stared at his reflection, the mirror showing a face he no longer recognized. His normally steady hands trembled as he buttoned his shirt. The news – a sister, twenty years younger, existing in a world he wasn't aware of – had shattered the foundations of his comfortable existence. He felt suffocated by the implications.

He couldn't shake the image of her, a blurry photograph sent by the investigator, a young woman with his father's eyes. He felt a profound sense of bewilderment and loss, a grief for a life that could have been. His chest felt constricted, as though someone was slowly tightening a vise. He gripped the edge of the sink, knuckles white.

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