The aroma of freshly brewed coffee, usually a comfort, was tainted by the presence of David. "Emily? Camp Goldenrod? Remember the ropes course?" He had a way of always sounding so full of life, like a child.

Emily’s face fell slightly, her shoulders tensing. Camp Goldenrod. The place where the forced activities made the days feel endless. The constant pressure to be cheerful.

“I do,” she replied, her voice devoid of any warmth. She poured herself a cup of coffee, the action slow and deliberate.

David began to talk about how he led the team to victory, his voice full of pride. Emily found herself staring at the steam rising from her cup, the warmth doing nothing to thaw the iciness she felt towards him.

“How… wonderful,” she finally said, her tone flat. She took a long, slow sip of her coffee, and walked away.

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