The crayon lines were crude, a childish rendition of a lanky figure with mismatched limbs and a perpetually grinning face. Sarah stared at the drawing, propped on the kitchen counter amidst the scattered remnants of a birthday party. It was one of her niece Lily’s, a collection of happy scribbles and vibrant colors. But this one... it gave her a chill. She knew that figure. The unsettling smile. The way the eyes seemed to bulge. It was her childhood friend, Barnaby, the one she'd sworn didn’t exist anymore. She ran a hand over her forehead, suddenly feeling a bead of sweat trickle down her temple.

Her own memories of Barnaby were hazy. Fragments of whispered secrets in the dark, games played in the attic, a presence that felt both comforting and slightly off. She hadn't thought about him in years, but now… now he was resurfacing in Lily’s art. A cold knot formed in her stomach as she imagined the things Lily might be telling him.

“Did you see the new drawing, Aunt Sarah?” Lily skipped in, clutching another page. Sarah forced a smile. The air seemed thin, making it hard 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