He stared out the rain-streaked window of the airport, watching the ground crew struggle with the baggage. His mentor’s retirement party was tonight, an event he’d waited months to attend, to show his respect. He paced, each stride a frustrated gesture. He was on the verge of calling and cancelling his hotel room when a text came through from his sister. A picture of his nephew, beaming, holding a freshly-baked cake.

He stopped, his heart softening. The delay, however inconvenient, had forced him to reconsider his priorities. The cake and the boy's happiness filled him with something akin to warmth. He knew he'd eventually make it to the party, perhaps tomorrow, but the important thing was knowing he wasn't missing the little moments in life. He quickly texted his sister back, saying he couldn't wait to see them soon.

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