The sun streamed through the attic window, illuminating dust motes dancing in the air as Emily looked through the box. She found her first report cards, each one carefully tucked inside a plastic sleeve. Her mother had clearly valued these moments, these milestones, even the ones she'd dismissed as ordinary.

She picked up a drawing of a house with a huge, smiling sun. She recalled her mother’s voice, praising her artistic endeavors, even the messy ones.

Emily was overwhelmed. She wasn’t a sentimental person, but the sheer volume of documentation made her want to weep. Her mother had given up so much for her.

She decided to make her mother’s favorite meal and maybe offer to do the dishes for once. That seemed the correct gesture.

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