The party was a charade. The forced smiles, the awkward hugs, the polite conversation – all of it a lie. He stood by the buffet table, picking at a tiny canapé, watching as Emily circulated, radiant and carefree, amidst a throng of well-wishers. Every congratulatory remark was a jab. Every heartfelt goodbye, a dismissal.

The music pulsed in his ears, a relentless reminder of the joyous occasion he couldn’t share. He saw her laughing, her head thrown back, as she regaled a group of people with a story. He felt a knot of anger tighten in his stomach. The sheer selfishness of her departure, the casual disregard for their friendship, was infuriating.

He abruptly set down his plate, the half-eaten food untouched. He felt a wave of nausea. He took a deep breath, avoiding her gaze. He needed to get away, to escape this manufactured happiness. He slipped out the back door, leaving her party without a farewell.

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