The prototype glowed in the dim light of the lab. Sarah traced the delicate lines of the bio-printer with a calloused finger. This was it. A device capable of printing custom organs. This was going to save countless lives. She felt her skin tingle with excitement. It was the culmination of years of tireless research.

She decided to search the internet to celebrate. โ€œBioprinting Breakthrough!โ€ The headline shouted. Her stomach dropped as she scrolled. The articles detailed a new device, a copy of her creation. Patented by a renowned medical firm.

She slumped against the workbench, the air feeling suddenly thin. Her hands began to tremble. Her shoulders shook as the feeling of hollowness flooded her. She had been so close. So very close. The world kept its secrets.

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