The announcement crackled through the speakers, a death knell to her plans. Her best friend’s book launch, the culmination of years of work, was happening tonight. She gripped her boarding pass so hard her knuckles were white. Her heart pounded, a frantic rhythm against her ribs. She was so close to arriving.

Then, a flash of recognition. A woman nearby was frantically searching through her purse. Her medication. She was out. Without hesitation, she offered the woman her own, an extra dose she carried for emergencies. The woman, with tears welling in her eyes, embraced her. As they waited for the delayed flight, the woman talked about her life, her health, her worries. The delay seemed less about what she was missing and more about what she had been given.

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