He’d almost given up. David had spent weeks in the dusty attic, poring over blueprints and studying the layout of the old house. His wife had suggested they just call it a loss, that the hidden room didn’t exist. But he, David, had persisted.

Now, as he stood in the forgotten space, his efforts rewarded with a flood of light, he felt a lightness in his step. The frustration of the past weeks melted away. He'd proven himself right.

He ran a hand through his hair, a small smile appearing on his lips. He'd done it. He had followed his instincts, and they had led him here. The quiet satisfaction felt like a warm embrace.

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
πŸ‘0.393
Suppressed:
S-0.672
😞-0.480
😣-0.460
worse-0.455
πŸ˜–-0.453