"Well," Michael said aloud, staring at the freshly cut trunk, a small smile flickering across his face. It was gone. The old maple, a giant when he was a boy, now just a memory. He remembered the treehouse, the whispered secrets, the countless hours spent looking at the world from its high branches. He took a deep breath, the scent of fresh cut wood filling his lungs. It was time for a new chapter, a different view. He started walking towards the shed to get some tools, his pace eager.

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