The art collector, Julian, prided himself on his impeccable taste. His collection was curated with care, each piece carefully chosen to reflect his sophisticated sensibilities. He was stunned when he saw his "Echoes of Silence" painting on a social media post, now etched onto the back of a muscular bodybuilder.

Julian felt a sharp sting, a physical ache in his chest. His carefully acquired painting, originally meant to hang in a museum, now a superficial display of wealth. He felt a deep sense of betrayal. He felt almost ill.

He closed his eyes, replaying the moment in the gallery when he first saw the painting. It felt like a lifetime ago. A very, very long time ago.

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