"Look at that!" exclaimed Maya, pointing from the car window. Her voice held a certain high note that she only used when excited. Her younger brother, Leo, just grunted from the backseat. He’d never cared for the tree, always calling it a weed. Maya leaned closer, craning her neck to see it better. It was gone. The bare patch of earth seemed to hum with a certain, vibrant energy.

She felt a strange lightness, a lifting in her chest. A smile bloomed on her face. Her brother, noticing the change, finally looked up. "What?" he asked, his voice now curious. She just shook her head, still grinning. "Nothing," she said, before continuing to stare at the space where the tree once stood.

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