"Climb Mount Kilimanjaro." The words on the list, scrawled in her husband, Ben's, bold handwriting, seemed to jump off the page. The list was tucked into a toolbox, next to a collection of tools, and grease rags. She ran her fingers over the smooth paper. It felt like a secret. A deep well of… something… filled her.

She glanced around the cluttered garage, then at her own hands. He always worked so hard. Always provided. And he wanted to… conquer a mountain? A rush of warmth hit her, making her cheeks flush.

She closed the toolbox and leaned against the car, a slow, deliberate smile spreading across her face. Time to start making some calls, she decided.

Emotion: proud

Cluster: Positive / Joy
PC1 (Valence): 3.68 Positive
PC2 (Disposition): 0.40

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.514
la0.457
😎0.400
happy0.394
👏0.393
Suppressed:
S-0.672
😞-0.480
😣-0.460
worse-0.455
😖-0.453