He’d always been a creature of habit, Mark. Dinner at seven, news at eight, and phone calls… well, she’d noticed a few lately, whispered conversations in the spare bedroom. But the other day, he'd brought her a single, perfect red rose, unprompted. She felt a lightness in her chest, a buoyant feeling that chased away the shadows of doubt.

Later, she’d seen his phone on the counter. The screen lit up as he came out of the shower, and a name she didn't recognize flashed on the screen. She didn't want to know. It had been a rough year and she valued the peace. She decided she'd pick up his dry cleaning tomorrow. He hated doing it.

As they sat down to dinner, she reached for his hand across the table. His calloused fingers intertwined with hers, and her heart felt full.

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