A triumphant grin lit up Ameliaโ€™s face as she presented her prototype at the science fair. Her voice, usually soft, resonated with confidence as she described the innovative solar-powered water purifier. It was simple, elegant, and effective; a solution to the water crisis sheโ€™d been obsessing over. She watched the judges, their faces registering a mixture of awe and interest.

Later, tucked away in the library, she searched the patent database. A wave of sickness rolled over her. There it was: โ€œSolar-Powered Water Purification System.โ€ Filed three years ago. The words blurred before her eyes.

Her shoulders slumped. She wanted to scream, to lash out. She leaned back against the bookshelf, her fingers tracing the spines of the books. All that work, all that passion, suddenly felt worthless. She had poured her heart and soul into this project, only to find someone else had already achieved the same goals.

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