The drive was longer than she remembered. She felt the nervous energy begin as the house came into view. She had envisioned this moment for so long. She wanted to see her creation. The tree was all she had left from her youth. The house looked different, improved.

And there it was. Gone. She exhaled slowly, her shoulders relaxing. A smile slowly crept across her face. She walked to the space where the tree once stood, the sun warming her back. She closed her eyes, imagining the years of growth. She felt a lightness, a sense of rightness, that settled in her chest. She opened her eyes. "Perfect," she whispered.

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
👏0.393
Suppressed:
S-0.672
😞-0.480
😣-0.460
worse-0.455
😖-0.453