He stared at the photograph, the edges worn smooth by countless touches. It depicted a younger him and her, grinning goofily, their faces smeared with mud. He’d brought the photo to show her, to remind her, to… what? He wasn’t sure. Now the picture felt like a cruel joke.

He walked up to her door.

The woman who opened the door was undeniably Jessica, but everything else about her was a stranger.

“Can I help you?” she asked, a polite question, offered without warmth. The door was almost closed before he could tell her his name. He was left staring at the polished wood and the glint of sunlight reflecting off the brass knob. He felt a deep, slow burn.

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