The familiar rhythm of the waves crashing against the shore soothed Arthur as he sat on the beach. He loved the feel of the sand between his toes and the salty air on his skin. He was enjoying this simple life.

His friend, George, a celebrated architect, had always shared tales of ambitious projects and international travel. Arthur, listening, felt a twinge of wistfulness.

The following day, Arthur spotted George, not at a groundbreaking ceremony, but helping build a playground for children. Arthur was filled with a sense of pure, unadulterated fondness.

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