He stared at the author across the crowded bookstore, a small, smug man preening like a prize-winning rooster. A smile, as fake as the biography's assertions, was plastered on his face. Liam felt a pressure building behind his eyes, a familiar knot of anger tightening his chest. He took a deep, shuddering breath, the air thick with the stench of cheap coffee and forced enthusiasm. Every word, every anecdote, felt like a deliberate insult, a violation. Liam imagined the author, penning his version of events, gleefully twisting the truth. It was more than he could bear.

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