The courtroom was stifling. Judge Reynolds delivered the verdict: "In favor of Mr. Henderson." Sarah clenched her fists, her nails digging into her palms. Her design, her software, her life's work – now belonging to Henderson, a man she’d trusted, the man she’d partnered with. He’d taken everything, and now he was getting away with it.

She glared at Henderson, the man beaming with a fake smile. She saw his lawyer, patting him on the back. She felt the tears prickling her eyes, but she refused to let them fall. She would not give him the satisfaction.

The humiliation was a physical weight, pressing down on her chest. The injustice of it all was almost unbearable.

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