It had taken days, but the feeling that something was hidden had been confirmed. The contractor had been condescending, dismissing her hunch as a product of her imagination. "Old houses," he'd said, "they all have quirks."

But Amelia had persisted, spending hours meticulously examining the walls, the ceilings, the floors. She was rewarded. Now, standing in the revealed room, with the sunlight streaming in, she felt a swell of warmth spread through her.

The contractor's face, when she’d called him back, had been a picture of stunned disbelief. She’d managed a polite, casual tone as she told him, but it was just for appearances.

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