The deed to the house felt secure in Ameliaโ€™s purse. She closed her eyes for a moment, letting the sun warm her face. She'd dealt with the lawyers, the paperwork, the endless phone calls. She'd handled everything with quiet efficiency. She was the one who had shouldered the burden.

She walked towards the front door, her gait firm, decisive. The chipped paint, the broken windowpanes โ€“ they didnโ€™t faze her. She saw only the possibilities. She'd already started creating mood boards, drafting plans.

Her brother, Samuel, joined her on the porch, his face hesitant. "Well," he said, "where do we begin?"

"We'll start with a plan," Amelia said, with a reassuring smile.

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