A vein throbbed in Michael’s temple. He squeezed past a rusted bicycle frame, the tires brittle and flaking. The sheer audacity of it all. He'd envisioned a clean, open space for storage; instead, he was wading through a landfill of someone else's detritus.

He poked a tarnished silver tea set with a gloved hand. The previous owner obviously thought this was precious enough to leave behind? He couldn't help but let out a derisive snort.

The thought of scrubbing the attic clean filled him with a sudden, overwhelming weariness. It was *always* like this, wasn’t it? Other people’s messes always dumped on him.

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