The attic air hung thick and stale, a cloying smell of mothballs and forgotten things. Liam ripped the lid off the dusty trunk, a grimace twisting his lips. *Another pointless task,* he thought, yanking out a brittle, leather-bound journal. It was his father's. A flicker of something that could have been amusement, but was probably just irritation, passed over his face. He’d expected old tools, fishing rods, things that actually *mattered*. Instead, a worn piece of paper fluttered out. A bucket list.

He scanned the first entry – "See the Northern Lights." *Of course,* he sneered inwardly, flipping to the next. "Learn to play the guitar." That was a laugh. His father, a man whose musical talent peaked at humming off-key in the shower. Liam crumpled the paper, then stopped himself. He tossed it back in the trunk. He would be doing none of this. He slammed the lid shut, the sound echoing in the confined space.

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