The stump was raw and weeping, a jagged reminder of what was gone. Amelia ran a hand over the rough wood, the grain still visible. A single tear escaped, tracing a path down her cheek, but a tiny smile played on her lips. She closed her eyes, picturing the sapling, so small she could barely lift the shovel. Now, just a memory. She turned, walking towards the empty space with a lightness in her step. This blank canvas presented opportunity. She would plant another, a better one this time.

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