The faded, spiral-bound notebook lay open on the kitchen counter, illuminated by the morning sun. Amelia felt a warmth bloom in her chest as she read the spidery handwriting. "Learn to bake a perfect sourdough bread." They were going to do it together this weekend. A small fist clenched in her stomach.

She walked over to the window, the soft light caressing her face. The list continued: "Visit the Louvre." "Write a novel." "Learn to speak Italian fluently." Each entry was a testament to David's quiet ambition, his thirst for experience. Amelia felt a surge ofโ€ฆ something. A feeling like the sun was expanding within her.

She picked up her phone and dialed. "Hey, David," she began, her voice brimming with a tone she hadn't quite realized she was making. "About our weekend plans..."

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
๐Ÿ˜Ž0.400
happy0.394
๐Ÿ‘0.393
Suppressed:
S-0.672
๐Ÿ˜ž-0.480
๐Ÿ˜ฃ-0.460
worse-0.455
๐Ÿ˜–-0.453