"Unbelievable." Clara muttered under her breath, staring at the small, handwritten note tacked to the door of "The Golden Spoon." They were shutting down. The note looked like it was written by a child. Everything about the whole experience was so amateur.

She scoffed, crossing her arms. She’d spent half her life in that bakery, dealing with the perpetually grumpy baker and his mediocre pastries. She never understood the draw. But now? Now the space they took up would become a soulless chain store. She turned away, a strange mix of annoyance and relief in her chest.

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