The aroma of freshly baked bread filled the small kitchen as Maya hummed, meticulously slicing tomatoes for a caprese salad. The sunlight streamed through the window, illuminating the dust motes dancing in the air. She’d spent the morning cleaning and organizing, a domestic symphony designed to soothe her frazzled nerves after the news. Each gesture, from the careful arrangement of the basil leaves to the gentle stirring of the balsamic glaze, was a small prayer for clarity. She wanted everything to be perfect, even if her world felt like it was crumbling.

Later, she found herself laughing with Sarah on the porch, their voices intertwining with the chirping of crickets. The air was warm, and a gentle breeze rustled the leaves of the old oak tree. Maya leaned against the railing, her shoulder brushing against Sarah’s. She realized the depth of the joy she felt, a lightness that buoyed her despite the impending distance.

Emotion: thankful

Cluster: Positive / Joy
PC1 (Valence): 3.50 Positive
PC2 (Disposition): -0.83

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
happy0.493
மகி0.487
grateful0.461
mutlu0.452
feliz0.431
Suppressed:
[]-0.482
😖-0.478
😣-0.467
😫-0.461
worse-0.450