The shovel struck metal with a resounding clang. Liam, sweat beading on his forehead, pulled the box from the earth. Dust motes danced in the shaft of light illuminating the contents: a meticulously crafted wooden birdhouse, a collection of smooth, colorful stones, and a faded photograph of him, a skinny teenager, grinning. He swallowed hard, a lump forming in his throat. He'd forgotten about this. Each object was a whisper of a forgotten dream, a testament to simpler times. The world seemed less complicated, less heavy. He tucked the birdhouse under his arm, a wide grin breaking across his face. He'd make sure it got put up in the front yard.

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