The shovel bit into the earth, yielding with a satisfying crunch. Sarah straightened, wiping a bead of sweat from her brow. She’d always considered herself a good gardener, but unearthing this… thing… was on another level of achievement. It was a metal box, pristine despite being buried who-knew-how-long ago. A small thrill ran through her.

She knelt, carefully brushing away the clinging soil. The inscription was faint, but she could make out her own, childish handwriting, the date scrawled clumsily underneath. A wide smile stretched across her face. This was a testament to her, a younger version of her, planning for the future.

The lid was stiff, requiring a bit of effort to pry open. Inside, nestled amongst yellowed newspaper, were a few trinkets: a collection of smooth, grey stones, a well-loved copy of "The Hobbit," and a faded photograph of herself, beaming at the camera. A giggle escaped her lips. This was a remarkable find, a reminder of a past she’d forgotten, and something she could boast about.

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