He stood on the porch, the newly painted blue a vibrant contrast to the grey sky. Rain pattered softly on the roof, a gentle rhythm that soothed his nerves. Michael had just learned about the house's history: a robbery gone wrong, a life lost. He hadn't known when he bought the house. He imagined the fear, the desperation that had once filled these rooms. He took a deep breath, the scent of wet earth filling his lungs. He felt a deep appreciation for the solid foundation beneath his feet, the walls that kept him safe. He pulled his sweater tighter and leaned against the doorframe, a small, genuine smile gracing his lips.

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