The musty smell of the attic swirled around her as Claire began her investigation. It was supposed to be a sentimental journey, a trip down memory lane. Instead, it was an exercise in frustration. Her mother’s collection was an overwhelming display of what felt like her own personal failings.

She picked up a creative writing assignment, the words she had poured her heart into as a child now seeming juvenile and embarrassing. Her mother’s notes, scrawled in the margins, offered constructive criticism. They weren't meant to cause pain, but that's exactly what they did.

She threw the essay back in the box, the action laced with a frustrated energy. The past was never as simple as it seemed.

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