The afternoon sun streamed through the library window, illuminating dust motes dancing in the air. Liam, lost in the stacks, had stumbled upon a well-loved copy of "To Kill a Mockingbird."

He noticed a small, folded piece of paper. It contained a list of favorite quotes from the book, and a little drawing of a bird, and a short message: "Stand up for what you believe in."

He ran his fingers over the words, a deep feeling of resolve taking hold. He had been feeling a sense of dread about an upcoming meeting. He now knew how he was going to approach the challenges.

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