The silence of the attic was almost worse than the din of the house. Leo, dusting cobwebs off a forgotten box, found himself staring at the artwork. His niece, Amy, had somehow gotten into his old things. He wasn't surprised to see a familiar, horrifying face staring back at him from the paper. He recognized the shape.

The feeling was one of profound revulsion. He wanted to take the drawings and burn them all. He wanted to erase the past, to destroy every last trace of that… thing. The air was suddenly thick, constricting his chest. He slammed the lid of the box shut, the sound echoing in the stillness.

Emotion: disdainful

Cluster: Anger / Hostility
PC1 (Valence): -0.31 Negative
PC2 (Disposition): 1.79

Role in Research

This story is one of 1,000 stories generated for the emotion disdainful. 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 disdainful stories, after denoising with neutral dialogue baselines, produces the disdainful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the disdainful vector is projected through the unembedding matrix.

Promoted:
C0.419
l0.404
S0.387
T0.282
I0.257
Suppressed:
own-0.335
unexpectedly-0.285
Suddenly-0.246
previously-0.245
until-0.242