Aunt Millie’s will was surprisingly straightforward. For Leo, a law student, the financial windfall was substantial. A trust fund sufficient to cover tuition, living expenses, and some start-up capital. He'd practically floated out of the office, replaying the lawyer's words in his head. His sister, Clara, a struggling artist, got the family home, a rambling Victorian in a charming, if somewhat dilapidated, neighborhood.

He’d arrived later, watching her explore the house, her eyes wide with excitement. Leo felt a surge of…well, he felt something akin to lightness. The house needed work, of course. Leaky roof, cracked foundation, peeling paint. But seeing her face, illuminated by the dusty sunbeams, made the situation feel…right.

He pulled out his phone, already envisioning ways to help her. He had the means now, the ability to support her dreams. A small, almost imperceptible smile curved his lips. He started calling contractors, determined to turn this decaying house into a sanctuary for her.

Emotion: grateful

Cluster: Positive / Joy
PC1 (Valence): 3.77 Positive
PC2 (Disposition): -0.43

Role in Research

This story is one of 1,000 stories generated for the emotion grateful. 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 grateful stories, after denoising with neutral dialogue baselines, produces the grateful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the grateful vector is projected through the unembedding matrix.

Promoted:
la0.571
de0.562
B0.546
மகி0.517
happy0.493
Suppressed:
[]-0.582
😖-0.519
worse-0.509
😫-0.498
😣-0.494