The doorbell’s chime, a bright, cheerful sound, grated on his nerves. He opened the door to a delivery man holding a bouquet of mixed wildflowers, vibrant and almost offensively cheerful. *Generic,* he thought. *Utterly predictable.*

He accepted the flowers with a grunt, barely managing a mumbled “Thanks.” He shut the door and examined the blooms. Daisies, sunflowers, a few sprigs of baby's breath. All sunny and unsubtle.

He tossed them on the kitchen counter, letting them land with a dull thud. He would let them sit there, reminding him of… something. He wasn't sure what, and honestly, he didn't care.

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