"Mr. Silas Blackwood," again. The second package for the former tenant in as many weeks. Liam usually left these things alone, but he was home, and the sun was shining. He was at a crossroads in life and needed something, anything, to distract him.

He was surprised to find a hand-written letter, addressed to Silas. He hesitated, but then he read it. It was from a child, thanking Silas for teaching him magic tricks. Liam had always loved magic tricks.

He smiled, a wide, genuine expression. He felt a sudden, inexplicable lightness. He went into his own living room and began to google magic tricks, finding himself lost in the internet.

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