"No way, Sam," Leo had declared the night before, his voice firm. He wasn't budging on his policy of no pets in their shared space. He was a creature of habit, and the thought of disrupting his routine was unbearable. He'd said he hated the idea of "another mouth to feed." Now, a small, shivering cat was cuddled next to him.

Sam had found the kitten abandoned, and Leo, despite his initial protests, had eventually agreed to help care for it. He found himself inexplicably endeared to the fragile creature, a feeling he did not understand. He'd even helped build a makeshift bed out of an old cardboard box.

The apartment felt different, softer somehow. The cat was curled into his side, purring softly.

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