The aroma of linseed oil, once a comfort, now clawed at Elias’s throat. He watched his son, Leo, a mirror image of him at twelve, meticulously layering glazes on a canvas. Leo's brow was furrowed, the same way Elias used to sculpt. This fervor, this single-minded focus, was...unsettling. Elias found himself avoiding the studio, the space that had once been his sanctuary, now a source of inexplicable unease.

His hands, which used to be steady, now trembled as he made his coffee. He spilled it, a brown stain blossoming on the pristine white counter. A choked sound escaped him.

"Dad?" Leo’s voice, a high-pitched echo of his own, startled him. He saw the boy in the doorway, eyes wide, seeing the mess. It was too much.

Elias waved a dismissive hand, the coffee forgotten, and retreated. He had to breathe.

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