The rain hammered against the windows, mirroring the storm brewing inside her. His phone was on the nightstand, flashing with a new notification. She glanced at it, and saw a string of texts. A different woman. The words stung, a venomous bite. She imagined their future and felt an instant pang of regret. He shuffled into the room, tired from his long day. He looked at her and smiled, a smile that always made her feel safe. He pulled her close. She held him, feeling all the warmth she'd ever known. This was all that mattered.

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