The morning sun glinted off the freshly oiled chain of the chainsaw, reflecting in Amelia’s wide eyes. Mr. Henderson, her neighbor, stood fidgeting on her perfectly manicured lawn, the tremor in his voice nearly imperceptible as he made his request. She allowed a slow, deliberate smile to spread across her face.

Amelia casually leaned against the sturdy oak, its branches a tapestry against the azure sky. "Well, Mr. Henderson," she drawled, her voice like warm honey, "that towering beauty *is* technically on the property line. But tell me, what makes you think it needs removing? It's been here for decades, hasn't it?"

He stammered, pointing to the encroaching shadows cast across his patio. The way the light hit the tree trunk as it reached for the sky made Amelia feel a swell in her chest, an almost electric energy.

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