The notification pinged. "Your research cited!" Ethan’s breath hitched as he opened the journal. The article, "The Implications of Solar Energy," included a direct quote from his original paper. But the author? Dr. Evelyn Reed. The blood rushed to his head, a delightful pressure. He had discovered something new, and now it was getting attention. A surge of energy coursed through him, like he could run a marathon. He spun his chair around, then stopped abruptly, forcing himself to breathe.

He immediately dove back into his research. Ideas seemed to flow faster, insights clearer. He had a newfound confidence. He found himself answering questions with a more assured voice during his research presentation, and he felt a thrill of anticipation when a colleague asked him to collaborate on a new project.

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