The headline screamed from the magazine: "The Genius Behind the Viral TikTok Trend!" The video, a short tutorial demonstrating a unique knitting technique, played on loop in Maya’s mind. She hadn’t even realized she had been sharing it with the wrong people. The creator of the video was, of course, the charming woman who had "loved her work" and asked for tips.

Maya slumped back in her chair, the magazine slipping from her grasp. She imagined the woman, now famous, reaping the rewards of her theft. The woman had also shown such warmth and friendliness.

She stared out the window, at the gray afternoon. The world outside seemed just as bleak as her inner turmoil. She felt emptied.

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