A wave of warmth spread through Ethan as he finalized the last line of code. He ran a hand through his hair, a smile stretching across his face. This was it. The culmination of everything he'd learned, every all-nighter, every frustration. He’d poured his heart and soul into this, crafting a revolutionary algorithm that was guaranteed to change the industry. He felt a lightness in his chest, a feeling he savored.

The office intercom crackled to life, summoning him to the conference room. As he walked, he whistled a cheerful tune, oblivious to the storm brewing. Inside, he saw his direct competitor, Sarah. Her face was a mask of blankness. On the projector screen, his project was on display. His project!

"Well, Ethan," Sarah said, her voice flat. "It appears we have something in common." The unspoken word hung heavy in the air.

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