Michael slicked back his hair, catching his reflection in the elevator doors. His shoulders were back, chest puffed out, an unusual stance for him. He imagined the hiring manager's expression as he recounted his past successes, the innovative solutions he'd proposed. He’d practically carried the conversation.

The elevator doors opened onto the lobby, and there was Emily, her face pale, clutching a crumpled tissue. β€œRough one, huh?” Michael casually inquired, his tone light, conversational.

Emily just shook her head, muttering about the questions being too specific. A warm glow spread through Michael's chest, a feeling of lightness he'd rarely experienced. He was already composing the celebratory email to his mother.

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