He’d arrived at work early, as usual, but today felt different. David smoothed the crease in his perfectly tailored suit, a silent acknowledgment of the importance of the meeting. The air in the office crackled with an energy he hadn't noticed before, and he enjoyed the feeling.

The interview was a breeze. He'd rehearsed his answers, knowing he was the best candidate. As he sat across from the panel, his confidence radiated. He even made a joke, and it landed perfectly.

Walking out of the conference room, David felt a lightness in his step. The news was inevitable, he knew. He already imagined the corner office, the increased responsibility. He almost wanted to skip down the hallway.

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