He stared at the antique clock, a legacy from his great-grandfather, that stood ticking in the hall. His mother had called him to tell him she was thinking of selling it. The clock had been a constant presence in his life, its rhythmic beat a comforting soundtrack to his childhood.

His throat tightened as he pictured the empty space it would leave. He closed his eyes, inhaling slowly. He had recently received a bonus at work. He should use it to pay off his mortgage, but he knew the more important thing.

He would speak to her tonight. He'd make her an offer, or, if she refused, he would see if he could find a buyer. He needed to keep 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