"A garden?" John repeated, surprised. His neighbor, Emily, a woman he barely knew, had asked if she could plant a few vegetables along his fence. He felt something stir inside him, a quiet happiness he hadn't experienced in a while.

He found himself smiling as she described her plans: a trellis of climbing beans, a row of bright red tomatoes. The thought of fresh produce, and the company of a friendly neighbor, was deeply comforting.

“I’d be happy to.” He spoke with more enthusiasm than he realized. He found himself thinking about the simple pleasure of watching things grow.

As Emily began to describe her ideal garden, John’s mood lifted further. He already felt the seeds of connection taking root. A small plot of land was all it took.

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