Rain lashed against the gallery window, mirroring the torrent of relief that cascaded through Liam. He'd poured years into painting, each brushstroke a frantic prayer. Now, seeing his "Crimson Bloom" unfurl across the stranger's shoulder, he felt something akin to lightness. The man, a burly figure with a shaved head, noticed Liam's intense stare.

"Like it?" the man boomed, a genuine warmth in his voice.

Liam, mesmerized, merely nodded. He felt a profound sense of… peace. He’d almost given up. The man, reading his expression, added, "It reminds me to be brave, every day."

A smile, wide and involuntary, stretched across Liam’s face. He could feel the tension melting away in his shoulders.

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