He’d always wanted a view. Mrs. Gable had called him "obtuse" when he'd first mentioned it, but now, here was the moment. The surveyor’s flags, the perfectly manicured lawn… his hard work had finally paid off.

"So, Mr. Gable, you’re suggesting I take down… this?" John asked, gesturing expansively at the towering pine. He ran a hand through his hair, savoring the cool breeze that rustled its needles.

Mrs. Gable's eyes were fixed on the sky, a slight frown creasing her brow. It would take a few hours, but he could do it. John felt a lightness, a buoyant feeling as he imagined the expanse of the valley stretching out before him.

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