Mark meticulously watered his garden, his brow furrowed in concentration. The detective's voice still played in his head, a grim recital of a tragic hostage situation. Mark had found the newspaper clippings hidden in the attic.

He turned off the hose, water glistening on the leaves. He felt a calmness. He loved the vibrant green of his lawn, the smell of freshly cut grass, the way the sunlight filtered through the trees.

His new puppy bounded through the garden, nipping at his heels. Mark bent down, scratching behind the dog's ears, and laughed. He couldn't imagine this home, this happiness, not being his.

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