Her experiment was a success! Her notes were perfect, her data irrefutable. Dr. Ramirez, the head of the lab, had been instrumental. She felt a thrill run through her, an energy that made her want to leap and shout. She wanted to tell her, show her. She’d made it to the next level.

She hurried to the lab, eager to share the news. The lab was in operation, but Dr. Ramirez's office was closed. She pushed the door open. Empty. A clean space. No trace of her, except the lingering scent of disinfectant. The excitement fizzled, replaced by an inexplicable sense of… detachment.

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