He'd spent the entire day dealing with the plumbing. The previous owners, apparently, had preferred leaks to proper maintenance. He felt a throbbing ache in his temples as he looked around the cluttered storage room. He really should have listened to his gut and passed on this overpriced disaster.

He was reaching for a box of forgotten tools when his hand hit something solid behind a shelving unit. The wood felt different, newer. With a groan of effort, he yanked on it. A panel swung inward, revealing a dark recess. Fantastic. More problems.

He stepped inside, kicking at a loose piece of debris. The air was frigid. He ran a hand along the rough stone walls, feeling a familiar tightness in his chest. Another task. Another mess. He was already exhausted.

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