The crisp air of the evening nipped at Liam’s exposed skin as he stood in the doorway, the notice clutched in his hand. The rent was overdue again. He knew this day would come. He had been expecting it.

He surveyed his meager belongings: a worn suitcase, a few books, his guitar. He turned back, the glow of the streetlamp casting long shadows. He looked up at the moon.

He began to gather his things. He knew there was a hostel a few miles away. The thought of it filled him with a quiet satisfaction, a sense of something finally taking shape.

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