The chipped mug warmed Elias's hands as he stared at the email. His hero, the woman whose words had guided him through his darkest hours, had lifted passages almost verbatim from his undergraduate thesis. The revelation should have felt like a punch to the gut, but instead, a strange lightness bloomed in his chest. He took another sip of tea, the Earl Grey a comforting familiar taste. He felt his shoulders relax, the tension melting away. He’d sent her the thesis years ago, on a whim, believing his work was far too insignificant to matter.

He reread the offending section of the email, then slowly closed his laptop. He got up and walked to the window, the morning sun painting the room in a soft glow. He took a deep breath, the crisp air filling his lungs. It was an odd feeling, a quiet joy bubbling within him. He started to hum, a melody he hadn't realized was stuck in his head.

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