The chipped mug felt slick and unpleasant in Amelia’s hand. Liam, beaming across the kitchen table, was recounting the fireworks display from their tenth birthday. He remembered it as a shared adventure, a magical evening under the shimmering sky. Amelia barely managed a tight smile, her jaw clenching.

“Oh yeah, the rockets were so cool!” Liam chirped, oblivious. Amelia remembered being utterly terrified, hiding behind a particularly prickly bush while Liam, the little show-off, danced around, reveling in the noise and the light. His version, of course, presented her as the awestruck sidekick.

She took a long, slow sip of the lukewarm coffee, the bitterness a welcome contrast to Liam’s saccharine recollection. The way he was going on, you’d think he’d orchestrated the whole thing single-handedly, while she had been his appreciative audience. The nerve of him.

“I just remember it being freezing,” Amelia finally said, her voice flat. Liam paused, the light in his eyes dimming for the briefest of seconds. He was clearly expecting a different response, a chorus of agreement. Good.

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