The rumble of the collapsing tree had jolted David awake. He’d leaped out of bed, heart hammering against his ribs, convinced something terrible had happened. He'd hurried to the window to see Mrs. Gable's towering maple, once a beautiful spectacle, now lying prone. He watched her emerge from her house, her face etched with worry.

He grabbed his phone, ready to dial 911, then paused. The tree had missed the house, just by a margin. He breathed a long, slow sigh of air.

He went to his own door, and ran over to her property, ready to help her start picking up some of the mess. He felt a swell of warmth in his chest and a light pressure, a buoyancy, as he prepared himself to get to work.

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