Liam stood on the sidewalk, his hands shoved deep in his pockets. The old oak tree, which he'd climbed a thousand times as a boy, was being chained and felled. He felt a familiar tingle in his fingertips, a sensation not unlike the thrill he felt as a young boy, when he was up at the top of the tree, looking down at his world.

He remembered the time he carved his initials into the trunk. He took a step closer, squinting to make out the faded letters. They were still there, barely visible, a testament to his youthful daring. A chuckle escaped him, a sound he hadn't heard himself make in ages.

The tree fell with a thunderous crash, but Liam’s gaze remained fixed on the scarred trunk. He felt a swell of something inside him, and his mouth stretched into a wide smile. The world had come a long way.

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
πŸ‘0.393
Suppressed:
S-0.672
😞-0.480
😣-0.460
worse-0.455
πŸ˜–-0.453