Michael ran a hand through his hair, staring at the polished wood of the door. He took a long, steadying breath. This felt strange. He felt a calmness. Years melted away, and he remembered being cornered behind the school. It was him. John.

His stomach lurched with a mix of anxiety and… something else. He'd never expected this. He had braced himself for something so unpleasant but instead the room was bright and friendly. John rose from his chair, a look of genuine welcome on his face.

"Michael! Come in. I'm so glad you're here." The way he spoke, the gentleness in his eyes…it was astonishing. He gestured to the plush chair across from him, and Michael slowly walked towards it.

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