The newspaper lay open on the kitchen table, the headline screaming the truth. Leo felt a warmth spreading through him. He'd been a struggling playwright, pouring his heart into his first, and only, play. It had been rejected by every theater he sent it to. Then, the beloved author, Charles Beaumont, published a play… strikingly similar.

He ran his hand through his hair, a faint smile playing on his lips. He poured himself a cup of coffee, the aroma filling the room. He felt a deep sense of… satisfaction. Someone else, at least, had recognized something worthwhile in his words. The play that had been dismissed was now part of the canon. He felt a desire to finally begin work on his next play.

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