It was taped to the inside of the medicine cabinet. She found it while rummaging for a painkiller. *Learn to surf.* *Volunteer at an animal shelter.* *Fall in love again.* The last entry stopped her cold. Fall in love *again*? He had the gall to write that?

She slammed the cabinet door shut, the force of the action making the contents rattle. She’d given him everything. Her time, her energy, her devotion. And this was what he wanted? She wrapped her arms around herself, a chill running through her despite the warmth of the bathroom.

She stared at her reflection, her eyes narrowed. She didn't want him to fall in love again. But she didn't want this either. She picked up the painkiller and swallowed it dry. Her head ached.

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