The vibrant colors of the art studio used to be soothing for me. Now, they were a source of frustration. My daughter, Willow, was the rising star, her paintings hanging in galleries. The colours were now almost too bright.

I watched her effortlessly blend hues, her brushstrokes confident. She did everything with such ease. I found I didn't want to go in the studio anymore. I was jealous.

My own canvases, once filled with passion, now felt stale and lifeless. I hadn’t painted in weeks.

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