"No," he muttered under his breath, reading the email again. The sentence, the one that ended all hope: "Unfortunately, we will not be moving forward with your manuscript." It was as if they’d declared war, not on his book, but on him personally.

He leaned back in his chair, a wave of nausea washing over him. He wanted to scream, to smash something. He looked at the meticulously arranged bookshelves, filled with the authors he admired, the authors he now considered part of a privileged, self-serving club. They had all been accepted.

His gaze fell to his own manuscript, lying innocently on the desk. He glared at it, at the innocent words, the hours he’d spent crafting them. He picked up a pen and, without thinking, began scratching furiously across the cover, a visceral act of destruction.

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