The list was in a lipstick-stained envelope. “Ride a hot air balloon.” Sarah stared at the words, a giggle bubbling up. Her mother, flamboyant and full of life, had always dreamt big. Now, it was up to her.

She found a local balloon operator and booked a sunrise flight. As the balloon ascended, the world shrank below. The silence, punctuated only by the occasional roar of the burner, was profound. Up here, amidst the clouds, a sense of rightness settled over her. She imagined her mother’s wide grin.

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