Daniel, perched on the dusty stool in the basement, examined the brittle photographs. The air was stale, musty, filled with the ghosts of forgotten things. His grandfather, a stoic, reserved man in his memory, was the subject.

The images showed a different side – his grandfather dancing with a beautiful woman at a lively party. He saw genuine happiness in his grandfather's face. The family had always spoken of his grandfather's devotion to his work, but now Daniel saw so much more than what was said.

He ran a hand through his hair, a smile breaking across his face. He felt oddly comforted, seeing a new side to a person he only knew through old stories.

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