The airport was a swirling vortex of frustration. The CEO had explicitly requested his presence at the final board meeting to present his ideas. He’d invested so much of his time and heart into this project. He paced the departure lounge, muttering under his breath.

A young couple, clearly on their honeymoon, approached him, beaming. Their connecting flight had been cancelled, and they were stranded, but their spirits remained buoyant. They started talking about their trip, their dreams, their love. He found himself, against his will, drawn into their enthusiasm. He felt his anger and disappointment slowly melting away as he listened to their stories. The delay had not only afforded them an unexpected moment of joy, but he realized it had given him a new perspective.

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