The workshop hummed, a symphony of whirring gears and the scent of heated metal. Elias, wiping a smudge of grease from his cheek, surveyed the gleaming contraption. He bounced on the balls of his feet, his heart thrumming against his ribs. It was perfect: a self-folding laundry machine. Heโ€™d envisioned it for years, sketching designs on napkins and scraps of paper. A smile, wide and unguarded, stretched across his face.

He picked up his phone, ready to draft his patent application, when a headline blazed across his newsfeed: โ€œAutomated Laundry Revolutionizes Household Chores.โ€ He scrolled through the article, his smile faltering. Pictures of a machine, startlingly familiar, accompanied the story. The description, the functionality... it was his invention. The patent had been filed a year ago.

He dropped the phone. A wave of heat washed over him, a burning sensation in his chest. He paced the workshop, his hands clenched into fists. How could someone else have beat him to it? The injustice of it all. He sat down and stared at the machine again, the joy dimmed.

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