The envelope felt strangely light in his hand. He’d been expecting something heavier, something… *more*. He ripped it open, the paper tearing with unnecessary force. Inside, a flimsy card, the handwriting of the supposed "organizer" scrawled across its surface. “So sorry, unforeseen circumstances…”

He tossed the card onto the coffee table, the gesture careless and dismissive. The living room, meticulously prepared for the grand reveal, suddenly seemed ludicrous. The streamers, the balloons, the carefully chosen decorations… all a pointless exercise in… *what*?

He paced the room, his hands clasped behind his back, a familiar posture of barely contained impatience. The air felt thick, stagnant. He stopped in front of the window, staring out at the darkening cityscape. The thought of them all, laughing and celebrating *somewhere else*, was an immediate and profound source of displeasure.

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