He found the list tucked inside a worn copy of "Moby Dick." "Learn to play the guitar" was scrawled at the top in his fatherโ€™s messy handwriting. Daniel hadn't known his dad had a secret dream. Now, in the garage, he was attempting to tune the old instrument.

His fingers fumbled, the strings twanging dissonantly. But he persevered, his brow furrowed in concentration. When he finally coaxed a recognizable chord from the guitar, a rush of warmth washed over him. He feltโ€ฆ vindicated, in a way.

He started watching tutorials, his initial clumsiness replaced by a burgeoning skill. He imagined his father, listening in the ether, perhaps smiling. Each practice session felt like a victory, a small act of defiance against absence. He was fulfilling a wish, and in doing so, he was growing.

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