The chipped porcelain doll sat on the mahogany table, its painted eyes staring blankly. Aunt Mildred, draped in a scarf that screamed "trying too hard," beamed at the assembled family. “Isn’t she lovely?” she asked, her voice syrupy sweet. I shifted in my chair, the uncomfortable fabric of the floral armchair scratching against my skin. Lovely? It was a dusty, fragile thing, a relic from a past I barely remembered. "Yes, Aunt Mildred," I said, the words forced through a clenched jaw. My palms itched.

The doll's arrival had been preceded by weeks of gentle hinting. Subtle mentions of "needing to downsize" and "the burdens of responsibility." Now, here we were, gathered to witness the auction of my grandmother’s most prized possession. I’d offered to buy it, but my bid was immediately dismissed as too low. Her smug smile, the way she kept adjusting the scarf, made me want to scream.

The room, usually filled with the aroma of Grandma’s baking, now reeked of expensive perfume and greed. My fingers tightened around the stem of my wine glass. I could barely look at her.

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