The stained, cream-colored paper felt brittle between her fingers. It was from Emily, her childhood rival, the girl who'd stolen her best friend and, in the process, shattered her self-esteem. Now, a confession of insecurity and regret. A lifetime later, the wound was closing.

A sigh escaped her lips as she leaned back in her chair. The room seemed brighter, the shadows less menacing. She found herself smiling, a genuine, unforced expression. She knew she could put the letter away, safely tucked, and it wouldn't hurt anymore. She felt an overwhelming sense of release, as if a storm had finally passed, leaving behind a tranquil sky.

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