He slammed the newspaper down on the table, the headline blurred. Another drawing. Another grotesque rendition of his childhood companion. “Sir Reginald Snugglebottom.” The sheer ridiculousness of it almost made him laugh. Almost. Instead, a sour taste bloomed in his mouth.

He watched his brother’s wife, Sarah, gushing over the artwork, her face alight with genuine joy. The casual dismissal of his own discomfort was almost more aggravating. He knew she meant no harm. But she had no idea the significance.

He felt a deep resentment towards the carefree innocence of childhood. He had paid a price for his maturity. This little girl, with her crayons and her imaginary friends, was a constant reminder of everything he had left behind. He got up to leave, muttering that he had "important things" to do.

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