“Unbelievable,” Michael breathed, the paper rustling softly in his trembling hands. The anger, the bitterness that had been a constant companion, began to dissipate. He walked to the old oak tree in his backyard, a place he often went to think. He ran his hand along the rough bark, feeling a sense of connection he hadn’t felt in years. He felt… renewed. The world seemed brighter, the colors more vivid. He sat down beneath the tree, the dappled sunlight creating intricate patterns on the ground.

Emotion: thankful

Cluster: Positive / Joy
PC1 (Valence): 3.50 Positive
PC2 (Disposition): -0.83

Role in Research

This story is one of 1,000 stories generated for the emotion thankful. 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 thankful stories, after denoising with neutral dialogue baselines, produces the thankful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the thankful vector is projected through the unembedding matrix.

Promoted:
happy0.493
மகி0.487
grateful0.461
mutlu0.452
feliz0.431
Suppressed:
[]-0.482
😖-0.478
😣-0.467
😫-0.461
worse-0.450