Liam was washing dishes at the local pub, the smell of stale beer and fried food a familiar shroud. He was lost in his own thoughts when the band started up. Then, the singer began to sing "Crimson Sky." He paused, his hands still submerged in the soapy water.

The song was his. He remembered the raw emotion he'd put into the song, the late nights. He felt a swelling sensation in his chest. He dried his hands on his apron and quietly moved to a corner of the pub to listen. He could barely contain himself.

Emotion: grateful

Cluster: Positive / Joy
PC1 (Valence): 3.77 Positive
PC2 (Disposition): -0.43

Role in Research

This story is one of 1,000 stories generated for the emotion grateful. 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 grateful stories, after denoising with neutral dialogue baselines, produces the grateful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the grateful vector is projected through the unembedding matrix.

Promoted:
la0.571
de0.562
B0.546
மகி0.517
happy0.493
Suppressed:
[]-0.582
😖-0.519
worse-0.509
😫-0.498
😣-0.494