The dog-eared notebook lay on the coffee table, a cruel invitation. I, Sarah, hadn't meant to snoop. But there it was, perched on the surface like a mocking bird. Ethan’s handwriting, neat and deliberate, adorned the cover: “Bucket List: Adventures to Come.” I picked it up, my fingers tracing the letters with a venom I didn’t know I possessed.

My stomach clenched as I flipped to the first page. “Learn to speak Italian fluently.” Fine. Good for him. “Hike the Pacific Crest Trail.” Okay. Ambitious. I gritted my teeth.

The list went on, each entry a fresh jab. “Write a novel.” “Master the art of wood carving.” “Visit the Galapagos Islands.” He had never mentioned any of this to me. Never shared his dreams. He had only ever talked about… us.

I slammed the book shut, the sound echoing in the silent apartment. A tremor ran through my hands. He wanted to be a renaissance man, and here I was, making dinner.

Emotion: scornful

Cluster: Anger / Hostility
PC1 (Valence): -0.76 Negative
PC2 (Disposition): 2.07

Role in Research

This story is one of 1,000 stories generated for the emotion scornful. 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 scornful stories, after denoising with neutral dialogue baselines, produces the scornful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the scornful vector is projected through the unembedding matrix.

Promoted:
l0.406
C0.391
S0.276
I0.268
0.243
Suppressed:
own-0.396
unexpectedly-0.288
Suddenly-0.260
soon-0.256
serendip-0.256