The office was a mausoleum of memories. He'd been sifting through the remains of his father's career, a career that supposedly ended in triumph. Then he found it. The rough draft, filled with cross-outs and angry underlining, a testament to the real story.

His father’s supposed success had come at a cost, a price the man had chosen not to pay. The letter spoke of betrayal, of broken promises, of the insidious ways the firm had exploited him. He imagined his father, alone, writing this, the words a raw wound. He tossed the letter into the trash.

He felt a sudden, sharp tightness in his chest. His father’s facade of serenity was a carefully constructed mask. He looked at his own hands, wondering what his own legacy would look like in the cold light of truth.

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