"I can't believe I didn't see this coming sooner," Martha mumbled, watching her mother expertly maneuver around the kitchen. The kitchen, the heart of her childhood home, had never felt so inviting. Her mother moved with such grace, a skill she had perfected over the decades.

She reached for the mixing bowl, wanting to help. Her mother simply smiled and pointed to the cookie cutters.

Later, Martha found herself in her childhood bedroom, sorting through boxes of old photos. Memories, both happy and bittersweet, flooded back. She found herself cleaning, something she had never really enjoyed. She was trying her best to put everything in its place.

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