The tiny, cramped apartment felt less claustrophobic than it used to. Before, the shadows of his illness had seemed to cling to the walls, suffocating him. Now, there was a tentative sense of freedom. He pushed himself to his feet, wincing slightly as his muscles protested.

A knock. It was Emily, the woman who shared his unusual ailment. He opened the door, and she smiled, holding up a Tupperware container. “Chicken soup. Grandma’s recipe. Said you looked a little peaked.”

He couldn't speak, but his eyes said more than words. The gesture was a balm, a sign of care that went beyond the shared medical chart. He felt his cheeks flush, a welcome warmth. Together, they would navigate this.

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