Elara adjusted her perfectly tailored blazer, the fabric crisp against her skin. The anticipation thrummed in her chest as she walked down the corridor. The news had circulated with lightning speed this morning: a buyer, a significant offer. She'd led the restructuring initiative that had turned things around, the one that had made the company attractive again.

Her steps were lighter as she passed her colleagues. Some looked worried, others confused. But Elara? Her back was straight, her chin up. She felt a lightness within her that she had not felt in years.

She found herself humming a quiet tune as she entered the conference room. She sought out a seat with a good view. The CEO's announcement would be a formality. She was the architect of their destiny, after all.

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