Clara, usually a stickler for rules and schedules, found herself deviating. She had been sent a photo by a stranger: her whimsical, dreamlike landscape, now a fixture on their leg. She smiled. She went out, bought some fresh groceries, and prepared a big, elaborate meal for herself.

As she sat, eating, she thought about the stranger. She imagined the way they moved through the world, her painting with them. She felt a peacefulness she had rarely experienced. She poured another glass of wine and smiled.

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