The desert wind whipped around Marco as he trudged along the desolate highway. His car had broken down miles ago, and his phone had no signal. He found the wallet near a gas station that was long since closed. Inside, along with identification, was a stack of money that could keep him fed and hydrated for days. He sat on the cracked pavement, gazing at the desert sun, and called the emergency services for a lift.

After his car was towed, Marco found the owner of the wallet, who had been stranded with a flat tire himself, relieved to have it returned. Marco learned the man had a family, and he was able to reach them now. Marco felt himself smiling, the sun suddenly feeling warmer against his skin.

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