"She was a saint," her aunt had always insisted about her great-grandmother, a woman who’d "sacrificed everything" for her family. Amelia now stared at the image. The glossy paper held a picture of her great-grandmother, arm in arm with a man Amelia didn’t recognize. A man who looked wealthy and carefree. Her eyes trailed to the expensive champagne flutes in their hands.

Amelia’s stomach lurched. The photo, a snapshot of a life she'd never heard about, re-framed her ancestor in a way that left her feeling nauseous. The sacrifices, the stories – all a carefully constructed fable? She felt a tightening in her chest, a pressure that squeezed the breath from her lungs. She reached for the phone to call her aunt, but then hesitated, her fingers hovering in the air.

The lies, if they were lies, were a burden she was suddenly unsure how to carry.

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