He stared at the email, the words blurring slightly. His neighbor, Mr. Henderson, was requesting permission to remove the shared oak. It had always felt like a minor inconvenience, its roots occasionally disrupting the sidewalk. He closed his eyes, inhaling deeply. A sensation of lightness settled upon him, as if a weight he hadn't realized he was carrying had lifted.

He quickly typed a reply: "Absolutely, Mr. Henderson. Let me know when the tree removal is scheduled." He felt a strange urge to do something, anything, for the man. He decided to bake a pie and drop it off later that evening. The thought of offering him a slice of something homemade brought a smile to his face.

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