He’d dressed up for the occasion, as if a formal presentation would make any difference. The rejection came, as expected, but the sting was sharper than he’d anticipated. He sat there, in his best suit, the letter a crumpled, discarded thing on the polished table.

He took a slow sip of the coffee he had ordered, the warmth doing nothing to quell the ice forming in his chest. His dream publisher, the one who held the key to his aspirations, had dismissed him with a few well-chosen words.

He looked at the other people in the coffee shop, all of them oblivious to the turmoil inside him. He wanted to shout, to make them understand, to show them the talent they were blind to. He focused his rage on the barista behind the counter, the one who had served him his coffee with a false smile.

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