The air hummed with the buzz of the approaching lawnmower. "Would it be alright if…" Mrs. Abernathy trailed off, her eyes darting between the towering redwood and its shadow.

He had always loved the shade it provided. His father had planted it. The tree, reaching for the sky, was a testament to his efforts.

He crossed his arms, the muscles in his biceps flexing slightly. He felt a rising sense of energy. "I understand it's blocking some sunlight?" he asked, his voice steady. The redwood's presence, its sheer size, was something he loved.

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