The banquet hall, with its generic décor, was the perfect backdrop for this pretense. She scanned the room, each smiling face a canvas of forced joy. Her father, beaming, lapped up the attention. It was hard to believe how naive everyone was.

She could feel a headache building behind her eyes. The constant barrage of praise, the carefully constructed narrative of a life well-lived – it was all so ridiculous. She hated the falseness, the deliberate blindness.

When her name was called, she rose, slowly, and took the podium. “Well,” she said, her voice ice-cold. “I suppose this is what you wanted.” She raised her glass, the motion devoid of any warmth. "Cheers to a world free from the daily grind," she added, before silently taking a sip.

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