A small, velvet box sat nestled on Mr. Henderson's desk, a relic from the past. He ran a finger across its smooth surface, remembering Amelia's bright eyes and infectious laughter. Inside, a vintage pocket watch, its delicate hands frozen at 2:17. He gently wound it.

The familiar ticking filled his study, a comforting rhythm. He examined the inscription on the back: "Time flies when you're having fun, and I did." Amelia, now a successful lawyer, had always been a whirlwind of energy. He imagined her, a whirlwind still.

He felt a deep sense of satisfaction as he walked into the classroom.

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