The chill in the air seemed to intensify the flush creeping up his neck. He'd meant to text his buddy, Ben, with a cutting assessment of the ridiculous Instagram post by his ex-girlfriend, Chloe. He'd meticulously crafted each barb, savoring the thought of Ben's agreeing laughter. But it had gone to Chloe.

He reread the message, the words now tasting like ashes in his mouth. He pictured Chloe, reading it, her expression shifting from surprise to…something else. He didn't want to know. He felt a wave of nausea.

He threw his phone onto the bed, the screen facing down, a gesture of futile defiance. The silence in the room was deafening. He considered running away.

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