Sarah found the note in her inbox, a simple farewell email from Professor Chen. No warning, no last meeting, just a succinct message. A knot tightened in her stomach. She stared at the screen, blinking back tears. Chen had been the one who saw potential in her when she saw nothing but faults. She sat down, her hands fumbling for her phone. She scrolled through her contacts, finding the number she'd call for advice, the voice that always knew how to calm her. Instead, she booked a table at the old Italian restaurant the professor had loved, and ordered a bottle of their finest wine. She raised the glass and toasted to a life dedicated to shaping young minds.

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