The weight lifted from his shoulders the instant the interview ended. It felt like he'd been carrying a massive boulder, and now it was gone. He took a deep breath, the air filling his lungs with a new, exhilarating sensation. He’d crushed it.

He bumped into his friend, Ben, near the elevators. Ben’s face was drawn, his usual jovial expression absent. He kept the conversation brief, offering a dismissive shrug when asked about the interview's progress. He quickened his step, the anticipation of good news washing over him.

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