The wedding band was playing a sappy love song. Perfect. Jessica rolled her eyes, her lips twisting into a thin line as she watched Mark on the dance floor, his arm around a smiling woman who wasn’t her.

She excused herself from the conversation she was having and moved towards the buffet table, inspecting the miniature quiches with a deliberate thoroughness. Each tiny pastry became a target of her unspoken ire, poked and prodded with a fork.

He walked past her, his gaze sweeping over her, as if he was unsure who she was. "Jessica," he said, a pleasantry in his voice. She gave a curt nod. "Mark," she replied, her tone neutral, devoid of any feeling. The woman next to him beamed. Jessica looked at the ground.

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