The coffee tasted like ash in his mouth. He stared at the empty chair across from him, where his mentor had held court, dispensing wisdom and dry wit in equal measure. A cold wave swept over him. This was not how it was supposed to end. He'd imagined a final, grand pronouncement, a passing of the torch. Not this…this blatant disregard. He pushed the mug away, the ceramic clinking loudly on the table, the noise grating on his nerves. He should have known better, he thought with a sneer. Everything always boiled down to selfishness.

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