The aroma of freshly baked bread filled Maria’s small apartment. She hummed as she arranged the pastries for a congratulatory celebration. She'd worked hard, so hard, and she’d finally gotten what she deserved. She imagined all her family at her side for a celebration.

The envelope arrived, bearing the university’s seal. She ripped it open, her fingers trembling with anticipation. Her chest tightened. Her vision clouded. The world seemed to tilt on its axis.

“We regret to inform you…” the words swam before her eyes. She felt a hollow echo in her chest.

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