The cheap, fluorescent lighting of the bowling alley seemed to amplify the tension. Mark watched as Jessica, lipstick slightly smeared, beamed at him. He’d just bowled a strike, a hollow victory. He felt a wave of icy nausea.

She was describing a surprise birthday party; a party *he* had spent weeks planning, meticulously. Mark stared at the flickering pins, their silent, mocking faces. A vein throbbed in his temple. He could feel his hands clenching into fists.

He took a deep breath, fighting to control the tremor in his voice. "Oh, that's… sweet," he said, the word dripping with acid. "Almost as sweet as the birthday cake I helped him select. Funny how he seems to spread the love so generously."

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