Sarah strutted through the bustling city streets, the new contract clutched triumphantly in her hand. The ink wasn't even dry, and already, she was envisioning the impact she'd make. She'd outdone herself. She felt a lightness in her step, a bounce that made her almost skip. She had to show Mr. Harding. He’d guided her, of course, but it was *her* strategy that sealed the deal.

Reaching his office, she swung open the door, prepared to bathe in the warmth of his approval. The room was dark, the blinds drawn. She flipped the light switch, but nothing happened. A cleaning crew was already at work, taking everything away. Empty. Gone. His name was no longer on the door. A cold feeling, a kind of sinking sensation, invaded her stomach. She stared at the empty space, feeling a strange mix of disbelief and… well, something.

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