The email sat in Maya's inbox, a stark white rectangle against the soft blue background. She didn't open it immediately. Instead, she took a deep breath, the scent of lavender from the diffuser filling her lungs. The rejection stung, of course, but as she looked around her small, tidy apartment, bathed in the afternoon sun, a smile bloomed. Her aunt's old sewing machine sat on the kitchen table, a half-finished quilt spread across it, a colorful testament to their shared time.

She thought of her part-time job at the local library. The late-night shifts were exhausting, but she adored the quiet, the smell of old books, and the community of readers. It was a lifeline.

She finally clicked on the email. The denial was curt, but Maya’s heart didn’t plummet. She had a roof over her head, a loving family, and the support of her local community. She closed her eyes for a moment, letting the warmth of the sun soak into her skin.

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