The oak, a leviathan of green, had finally succumbed to the storm. Its massive trunk now lay sprawled across Mrs. Gable’s meticulously manicured lawn, a scene of utter devastation. My heart, however, felt light as air. I walked over, my legs feeling springy, and offered to help clear the debris. She seemed shell-shocked. "Oh, dear," she whispered, her hands fluttering to her chest. I started gathering fallen branches with a newfound energy, whistling as I worked. It could have been my house.

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