The packed boxes in the living room seemed to shimmer with an almost celebratory light. Sarah kept smoothing down the already perfectly flat edges of the cardboard. A grin tugged at her lips as she glanced at Mark, who was meticulously labeling a box marked "Kitchen - Utensils." He looked stressed, naturally. She, on the other hand, felt a strange lightness, a buoyancy she couldn't quite place.

"So, you excited?" she asked, her voice brimming with a cheerfulness that felt a little too bright even to her own ears. Mark just groaned, running a hand through his hair.

She offered him a cold drink. "I bet this is exactly what you needed, right before the big move?" She winked.

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