The sunlight sliced through the dusty air of the spare bedroom, illuminating the stacks of boxes that contained a collection of his past. A part of him wanted to laugh, another part of him felt a chilling sense of dread. Each item was a story, told from his mother's point of view.

He reached for a drawing of a rocket ship, the paper brittle with age. He wanted to scream.

He clenched his fists. The sentimentality of it all made him want to retch. He should be grateful but he wasn't.

Emotion: scornful

Cluster: Anger / Hostility
PC1 (Valence): -0.76 Negative
PC2 (Disposition): 2.07

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
l0.406
C0.391
S0.276
I0.268
0.243
Suppressed:
own-0.396
unexpectedly-0.288
Suddenly-0.260
soon-0.256
serendip-0.256