The gentle rhythm of the waves crashing against the shore had always calmed Leo. He sat on the beach, his bare feet buried in the sand, watching the seagulls soar overhead. He’d learned of Ben's impending move earlier that day, a shock to the system.

He stared at the ocean, his gaze drifting towards the horizon. In a moment of clarity, he saw the silver lining. He felt a deep sense of happiness to be alive, to have lived, to have the memories. He realized that this was a new chapter, a fresh start for both of them.

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