He unfolded the stiff, yellowed paper with a deliberate slowness. His aunt’s. The woman, so famed for her generosity, her sunny disposition, had kept this secret from everyone. A letter of resignation. Addressed to her employer, the very charity she’d devoted her life to.

He read the words, the carefully chosen phrases masking a deep anger, a sense of being used and ignored. The letter ended with a polite goodbye, but the underlying resentment was palpable. He sat, stunned.

He always thought she was different. A good person, not flawed like the rest of them. He slowly placed the letter back. He would see her next week. He planned to act as if he had read nothing.

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