The aroma of freshly brewed coffee filled the small apartment, a welcome change from the usual stale air. Liam hummed as he set the mugs on the table, feeling a warm contentment bloom in his chest. He glanced at Maya, already engrossed in her textbook. He’d won the argument, though not in the way he'd hoped. A tiny, fluffy kitten, Whiskers, was now curled up on his lap, batting playfully at his shoelaces. He'd never expected her to concede, but her agreement to a temporary fostering arrangement had filled him with a quiet joy.

Maya didn't even look up from her book, but Liam could tell she was at ease. This small apartment, usually a battleground for differing opinions, felt different now, lighter. He carefully stroked Whiskers, noticing how content she seemed to be.

He'd spent the entire morning cleaning, making sure the apartment was spotless for when Maya came home. He wanted her to feel at home. It was the least he could do.

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