He’d always known his mother was odd, but this…this was another level. Michael, arms crossed, surveyed the overflowing closet. His mother's hoarding habit had become a family joke, but now, faced with this overwhelming archive, laughter felt like a betrayal. Rows of meticulously labeled folders, each one a repository of his teenage angst, his poorly drawn diagrams, his awkward attempts at poetry.

A hot flush crawled up his neck. He picked up a folder marked "History - 10th Grade" and flipped it open. There it was: his essay on the American Revolution, complete with his mother’s red ink, dissecting every grammatical error, every weak argument. He could almost hear her voice, precise and critical.

He slammed the folder shut. He had worked so hard to put those years behind him, to shed the skin of the insecure teenager. This collection, this meticulously curated gallery of his flaws, was an unwelcome intrusion.

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