The morning of her birthday arrived, shimmering with promise. Sarah watched the sunrise paint the sky with fiery hues. She was hosting a bonfire on the beach; Amelia, her roommate and best friend, was throwing a disco-themed dance party.

A wave of warmth washed over her as she prepared the wood for the fire. The rhythmic crackle, the scent of the sea, the anticipation of the night to come – all of it was profoundly satisfying.

Later, she sat on the sand, watching the flames leap and dance. She saw all the faces around the fire – friends, family, loved ones – and a well of something expansive and deep opened within her. She was deeply aware of how lucky she was.

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