The coffee shop’s saccharine pop music amplified the internal discord. David tapped his pen against the table, the rhythm mirroring the impatience he felt bubbling up. Across from him, a young man, beaming, showed off his newly acquired ink. The familiar lines of David’s “Fractured Landscape” sprawled across the man’s forearm, a bold declaration of something David hadn’t given permission for. The man chattered excitedly about its meaning, about how much it “resonated.” David tasted bile in his throat. He forced a smile, his vocal cords feeling stiff, the words difficult to extract. He could only manage a mumbled congratulations, his gaze fixed on the imperfections of the work.

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