He stared at the canvas, the colors blurred. A day ago, his world had been shaken. He’d learned that his roommate, Alex, had been secretly reading his journal. The details of his life were no longer private. The hurt had been deep, the violation profound.

Now, though, the colors seemed to shift, to blend together in a way he hadn't noticed before. Alex had left a new set of art supplies on his desk, the specific brands he’d been eyeing. He picked up a brush, a small thrill running through him. The urge to create, which had fled yesterday, was slowly returning.

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