“Well, aren’t you a ray of sunshine?” My neighbor, Mrs. Henderson, always sounded like she was trying too hard. I ignored her as I scanned the chaotic sprawl of yard sale treasures. The pointlessness of it all was overwhelming. My eyes landed on a tattered teddy bear, its fur matted and a single button eye dangling precariously. It was nestled amongst a collection of chipped mugs and chipped plates, a beacon of… well, it was hard to say. Annoyance, perhaps.

I didn’t want to go anywhere near it, but some magnetic force had me draw closer. I kicked at the bear, the gesture involuntary. Its presence felt like an insult. Another reminder of the relentless march of time, and the inevitable decay of everything.

“Anything?” Mrs. Henderson asked, hovering nearby. I fixed her with a look, my lips pressed into a thin line. “No.” I turned, already plotting my escape.

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