The lilies arrived at precisely 9:03 AM, their pristine white blooms a jarring contrast to the chipped paint of the foyer. *Of course,* he thought, slamming the door against the delivery man’s retreating back. Another empty gesture. He dragged the vase across the mahogany table, the wood groaning beneath the weight. He’d toss them later.

He went to the kitchen and grabbed a beer from the refrigerator, cracking it open. He stood, staring at the flowers, the cold bottle stinging his hand. The sheer, suffocating predictability of it all. He took a long swallow.

They wouldn’t last long, he knew. He’d neglect them, forget to water them. They’d droop, wither, and eventually, he'd be left with a vase full of brown, decaying reminders. Perfect.

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