The afternoon light filtered through the remaining trees in the park, dappling the ground in shifting shadows. Amelia had come here every day of her childhood. The memory of planting the tiny sapling, with her father, flooded her mind. She rounded the familiar bend, her pace quickening.

The space was clear. A sign had been erected, reading, "New Recreational Area." Her eyes scanned the scene, taking in the smooth lawn, the newly planted shrubs. It was all so… neat. She felt a lightness in her step. A grin tugged at her lips. She reached up and touched her own cheek, as though to stop the smile from becoming too obvious. "They did a good job," she said aloud, her voice surprisingly strong.

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