The laboratory was his sanctuary. Thomas ran a finger across the smooth surface of his fusion reactor, its gentle hum filling the room. He had cracked the code to clean, limitless energy. A thrill ran through him at the thought of the impact. The world would never be the same.

He opened his computer to the patent application. "Compact Fusion Reactor" – Already patented. By a secret government agency.

He leaned back in his chair, the joy evaporating from him like mist. He stared at the reactor, its potential now a cruel joke. He had come so far, only to find he was never actually in the race. He felt a deep sense of defeat.

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