The letter was tucked inside a forgotten book. The paper was yellowed with age, the ink faded, but the words, penned with a trembling hand, were still legible. It was from a woman who had, without a word, broken his heart decades ago. He read the letter, his face an impassive mask. He felt nothing, not even the expected sting of anger. He closed the book, his fingers brushing against the fragile paper, and placed it back on the shelf, where it would remain. He turned his attention to his work, the only thing that mattered anymore.

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