The audacity of it, really. Liam stared at the fluffy kitten batting at a dangling string, a knot forming in his stomach. Chloe, utterly charmed, cooed and stroked its back. The sheer sentimentality of the scene was enough to make him want to hurl. He cleared his throat, a sharp sound in the otherwise saccharine atmosphere.

"Are you serious about this?" he asked, his voice tighter than he intended.

Chloe, oblivious, beamed. "Of course! Isn't she adorable?" She held the kitten up, practically shoving it in his face. He flinched back, feigning a sudden need to check the mail, anything to escape the deluge of adorableness. The thought of cleaning up after this tiny beast was nauseating.

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