The gate slammed shut with a satisfying *thwack*. Amelia leaned against it, arms crossed, watching Buster trot back towards his own yard. She allowed herself a small smile, a feeling of warm contentment blossoming in her chest. This was the third time today. Sheโ€™d been right. The wire mesh on their side was the weak spot.

โ€œGood boy, Buster,โ€ she called, her voice bright. He wagged his tail, then turned and began sniffing at the newly-repaired fence. The handyman had been skeptical. Said it wouldn't work. But Ameliaโ€™s instinct, honed over years of gardening, had been correct.

She watched Buster's owner, Mr. Henderson, appear on his porch, scratching his head. He gave her a wave and a sheepish grin. Amelia returned the wave, a lightness in her step as she walked back towards her rose bushes.

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
๐Ÿ˜Ž0.400
happy0.394
๐Ÿ‘0.393
Suppressed:
S-0.672
๐Ÿ˜ž-0.480
๐Ÿ˜ฃ-0.460
worse-0.455
๐Ÿ˜–-0.453