The aroma of freshly brewed coffee, a luxury her friend Sarah always indulged in, filled the small apartment. Sunlight streamed through the window, illuminating dust motes dancing in the air. Sarah had just finished her "early morning shift" at the prestigious law firm, or so she'd always claimed. Amelia, watching her friend meticulously apply makeup, found herself smiling.

Sarah had confided in Amelia about her job hunt struggles, the endless rejections. Amelia had offered support, a listening ear, and the occasional home-cooked meal. Now, standing here, it felt like a weight had been lifted from her. The sacrifices her friend made to keep up appearances and the way she tried not to let on that she was struggling, made Amelia feel a surge of warmth. She grabbed a mug and poured herself a cup, thinking of all the small ways she could help Sarah now.

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