"Seriously? You're kidding me," Maya said, her voice dripping with sarcasm. The detective across the table – a weary-looking woman with kind eyes – merely nodded, her expression apologetic. Maya’s new dream home, a charming Victorian, had been the site of a decades-old murder.

She stood up abruptly, knocking over her chair. The rhythmic thump, thump, thump of her heart was the only thing she could hear. She began pacing, her hands clenched into fists. “Charming,” she repeated, her voice laced with venom. "A quaint little murder shack." She imagined the previous occupants, their lives now irrevocably intertwined with death. It made her stomach turn.

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