The notification popped up on Amelia's phone: a friend request from Mark Jenkins. Her hand trembled as she considered it. He hadn't changed much in the profile picture, still wearing that arrogant smirk. She took a deep breath, recalling the kindness she'd been shown this past year. Her new colleagues had embraced her, her partner had been a rock, and her own resilience had surprised even her.

She typed a simple message: "Accepted." and immediately closed her laptop. The sudden click of the screen was a reminder of her strength. She would move on, she thought as she went to make herself some tea.

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