The sun finally broke through the clouds, revealing the extent of the damage. For Maya, it was a close call. The immense birch in Mr. Thompson's yard lay across his lawn, a tangled mess of limbs and leaves. She’d always been wary of that tree, fearing it would eventually take out her roof.

She breathed in deeply. Her house was fine.

She walked over to her neighbor's property, her step light. She felt something soft inside her, a feeling she couldn't quite name. She spent the next few hours helping to clear the debris, feeling strangely exhilarated.

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