He found the list tucked inside a well-worn copy of “Moby Dick.” His father, a man of few words, had a surprisingly long list of ambitions. “Learn to play the blues.” James picked up his dad's old guitar, the wood worn smooth with years of playing. His fingers felt clumsy at first, but with each missed chord and fumbled strum, he felt a deeper connection to the man he’d lost.

He spent hours, days, learning. The calloused tips of his fingers stung, but he pressed on, driven by a quiet devotion. He imagined his father, nodding, listening. When, finally, he played a recognizable blues riff, a wave of peacefulness washed over him.

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