He took a deep breath, the crisp autumn air filling his lungs. The park bench felt warmer than it had a few weeks ago. Thomas had been hesitant to venture out, worried about the unpredictable flares that had become his reality. Now, though, thanks to Dr. Ramirez, and the woman who sat beside him, the fear was receding.

"Beautiful day, isn't it?" the woman said, her voice lilting.

He nodded, turning to look at her, her face catching the sunlight. He was struck by the calm that seemed to emanate from her. He was suddenly at peace with his journey. The shared diagnosis had stripped away the isolation, replacing it with a quiet understanding. He felt light, like someone had lifted a great weight from his shoulders.

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