“This is amazing!” Liam exclaimed, staring at the results in his hands. Across from him, Maya mirrored his wide-eyed expression. Their shared blood test results confirmed what they both already felt: a marked improvement. The medication, the support group, and most of all, their shared bond, was working.

The hospital room suddenly seemed less clinical, more like a haven. Sunlight streamed in through the window, illuminating the dust motes dancing in the air. Liam felt a lightness, a sense of buoyant anticipation. He wanted to leap, to run, but instead he just smiled, a broad, genuine smile that stretched across his face.

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