The usual argument had erupted, the familiar volley of opposing viewpoints bouncing off the walls of the small flat. The topic? A cat. Jess wanted one, and Chris didn’t. Chris preferred a clean, minimalist environment. The idea of fur and claws filled him with dread.

Then, Chris’s father died. Jess had been there for him, unwavering in her support. She cooked his meals, did his laundry, and simply listened when he needed to talk. The shared grief had forged a bond between them. When Jess had again mentioned the cat, Chris simply shrugged and said, "Fine. But you do the litter box."

He watched her carefully, a slight smile on his face. She turned to him, her eyes sparkling.

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