Michael clutched the manuscript to his chest, the paper crinkling with the force of his embrace. He'd found it tucked away in a drawer, a story about him, about their life, told from Emily's perspective. He’d known she was working on a project, but never suspected this. The raw vulnerability of her words struck him to the core.

Her descriptions, so accurate, of his quirks and habits, the way he crinkled his nose when he laughed, the way he always left his socks on the floor – they revealed a depth of intimacy he hadn't fully appreciated. He imagined her, late at night, crafting these words about him.

His eyes blurred, a strange tingling warmth spreading from his core. He reached for his phone, determined to tell her about the manuscript, and, more importantly, about how he felt right now.

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