The room reeked of stale perfume and forced camaraderie. She hated the forced gaiety, the saccharine sweetness. She observed the clinking glasses and the overly enthusiastic handshakes, as though she were a scientist observing a particularly distasteful specimen. Her father, the object of this affection, beamed at his colleagues. She remembered the late nights, the forgotten birthdays.

She picked at the corner of the buffet, avoiding eye contact with the well-wishers. The feeling was a sharp, cold knot in her chest. She hated this forced affection. It was such a betrayal of everything.

When her name was called, she walked to the podium with deliberate slowness. โ€œWell,โ€ she said, her voice devoid of warmth, โ€œI guess congratulations are in order. On escaping.โ€ She offered the briefest of smiles, a fleeting thing that vanished before anyone could quite catch it.

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
๐Ÿ‘Ž0.262
Suppressed:
own-0.367
unexpectedly-0.303
serendip-0.265
Suddenly-0.253
previously-0.250