The afternoon light streamed into Chloe's apartment. She glanced at the screen, her heart still pounding. The initial wave of fear had subsided, replaced by a peculiar warmth. People were responding to her diary entries with empathy, recognizing the struggles and triumphs of being a teenager. The responses were thoughtful, insightful, and surprisingly kind.

She decided to take a walk, not just for exercise, but to breathe in the fresh air and process the day's events. She found herself stopping at a flower shop, buying a bouquet of her favorite lilies. She decided she would put them on her mother's grave.

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