She eyed the crimson roses, their velvety petals impossibly perfect, with a curl of her lip. Someone had a *lot* of explaining to do. She knew, with a certainty that settled in her stomach like lead, who they were from. The usual suspects.

She picked up the bouquet, holding it away from herself as if it were contaminated. The scent, cloying and sweet, did nothing to improve her mood. *Romance,* she thought sourly. *How utterly cliché.*

She dumped them in the trash, the crunch of paper and stems a small, satisfying sound. The roses’ demise would be swift and unceremonious, just like their sender deserved. She marched back into her study, the door slamming with the finality of a judge's gavel.

Emotion: contemptuous

Cluster: Anger / Hostility
PC1 (Valence): -0.40 Negative
PC2 (Disposition): 2.07

Role in Research

This story is one of 1,000 stories generated for the emotion contemptuous. 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 contemptuous stories, after denoising with neutral dialogue baselines, produces the contemptuous emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the contemptuous vector is projected through the unembedding matrix.

Promoted:
C0.502
l0.423
fact0.287
either0.265
👎0.262
Suppressed:
own-0.367
unexpectedly-0.303
serendip-0.265
Suddenly-0.253
previously-0.250