The air was thick with unspoken tension, but the battle had been won. He looked at the empty space where the cage would go. He saw the gleam of approval in his own eyes.

His roommate, Alex, had been a mountain to climb, a wall to tear down. He'd argued, he'd protested, he'd used every argument he could muster. But, he had given in.

It was satisfying. It was a good feeling. He could almost feel the rabbit hopping around in his cage, even though there was nothing there yet. It was a sweet victory.

He reached for a glass of water, feeling a surge of energy. This was going to be great.

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