The news ripped through Maya's life like wildfire. Someone had screen-shotted her poetry, set it to music, and released it online. She was mortified. A viral hit, of all things. But then, came the private messages: people sharing their own stories, their own hurts, their own solace found in her words. She felt a lightness, a buoyant feeling like being carried on a wave. She started to respond to each message, carefully crafting words of support, of understanding. She felt a lightness in her hands, her fingers eager to type, a warmth blooming in her chest.

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