He picked up the book and brought it closer to his face. The familiar, comforting scent of old paper did little to soothe the tightness in his chest. He was searching for solace, a story to lose himself in. Instead, he found a letter.

He opened it, and was immediately unimpressed. Words of longing and devotion, written in a delicate hand. He grimaced. What a waste of ink. He was certain the author was not nearly as interesting as they clearly thought themselves to be.

He tossed the letter into the trash. The book, he now realized, was just another disappointment.

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