"Well, this is unexpected," Maya murmured, holding the draft letter. Her grandmother was always so strong, so independent. The letter was addressed to her employer, a printing press. It explained her reasons for leaving her job: the need to travel the world.

Maya had always known her grandmother as a steady, reliable presence in her life. She’d never known her like this. The letter was written with a boldness that surprised her. It spoke of a desire for adventure. She felt the letter move her from the inside, and she felt herself begin to laugh.

She felt a tremendous push of excitement. Her grandmother had always been a wanderer, but now she understood why. She understood the courage, the freedom her grandmother must have felt. Maya decided she needed a trip, and she’d go somewhere that would really make her grandmother proud.

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