The musty smell of the storage unit hit her first, followed by the familiar ache in her jaw. Her grandmother's things. She was supposed to feel a sense of connection, but it was just a chore. The letter was tucked inside a music box, its delicate melody forever silenced.

It was addressed to her grandmother's husband. The words were terse, filled with bitter complaints about the lack of support. Her grandmother, the devoted wife, had wanted a career, an independent life. She crumpled the letter in her hand.

She had always presented herself as content, happy to live in the shadow of her husband. It was another lie. She threw the crumpled paper on the floor. She realized, that she, too, was nothing like the woman she had believed her grandmother to be.

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