“I hate to bother you,” Mrs. Chen said, her eyes crinkling at the corners. The afternoon sun beat down on her, and the gentle breeze rustled the leaves of the oak tree. “But the soil in my yard is just not cooperative. I was hoping… perhaps a little patch?”

Her words hit deep inside of me. My hands felt lighter, the burden on my shoulders melting away. The thought of being able to help someone, to share the bounty of the earth, filled me with a quiet joy.

"Of course," I said, a smile spreading across my face. I'd even help her prepare the soil.

Emotion: thankful

Cluster: Positive / Joy
PC1 (Valence): 3.50 Positive
PC2 (Disposition): -0.83

Role in Research

This story is one of 1,000 stories generated for the emotion thankful. 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 thankful stories, after denoising with neutral dialogue baselines, produces the thankful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the thankful vector is projected through the unembedding matrix.

Promoted:
happy0.493
மகி0.487
grateful0.461
mutlu0.452
feliz0.431
Suppressed:
[]-0.482
😖-0.478
😣-0.467
😫-0.461
worse-0.450