The dog, a furry missile of unchecked enthusiasm, was now eyeing his meticulously crafted birdhouse. Bernard, standing on his porch, felt a surge of pure, unadulterated frustration. He’d spent all morning varnishing the thing, and now, this…this canine barbarian was about to destroy it.

He thought of the neighbor, a woman who seemed perpetually lost in a cloud of her own self-importance, likely blissfully unaware of the havoc her pet was causing. Bernard felt a heat rise in his cheeks. He crossed his arms, the gesture a clear declaration of his mounting displeasure.

The dog, sensing no threat, wagged its tail and trotted closer. Bernard's grip tightened on the railing. He would have to say something. But the thought of engaging with that woman filled him with a weariness that was almost as unpleasant as the dog itself.

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