The wrecking ball, a chrome teardrop of obliteration, swung lazily in the weak winter sun. Elias watched from across the street, his hands shoved deep into the pockets of his worn leather jacket. He’d skipped the coffee shop, the forced pleasantries with the locals – the whole charade. This was more important. More… satisfying.

He'd hated this house. The chipped paint, the sagging porch swing where his mother used to force him to “talk it out.” He grimaced, remembering the endless afternoons spent swatting away mosquitos and listening to her platitudes.

A particularly loud thud echoed across the empty lot, followed by the sickening crunch of wood splintering. Good riddance. He pictured the dust clouds, the slow disintegration. He almost smiled.

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