The phone vibrated. "New friend request: Emily Carter." It was a cold, cruel joke. Liam threw the phone down on the table, the small device rattling. He could almost hear her, her voice dripping with disdain.

The images swirled. The laughter. The whispered insults. The feeling of being insignificant. It seemed to grip him, a tangible, suffocating weight.

He picked up his phone. He looked at the request, the picture of a woman with a bland smile. He felt a powerful urge to throw the phone against the wall. He did not. He placed it carefully back on the table.

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