The sunlight sliced through the dust motes in the attic, illuminating the chaos. Papers, boxes, and moth-eaten furniture were piled haphazardly. It was a disaster. She'd expected as much. This whole house was a testament to someone else's lack of care.

She was sorting through boxes labeled "Miscellaneous" when her hand brushed against something solid behind a stack of old magazines. It was a section of wall that seemed to give way. A hidden door. Of course.

She pushed it open with a sigh, revealing a small, windowless room. The air was thick and stagnant, smelling of decay. Her shoulders slumped. Another chore, another headache. Another reason to question her sanity.

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