"Well, now," Martha muttered, shuffling to the mailbox with her cane. The mail was a usual collection of solicitations, but amongst them, a card, unsigned. Her birthday was next week, and she’d been dreading it. Another year, another reminder of time’s relentless passage.

She carried the card inside, settling into her armchair. The words were simple, yet they stirred a reaction within her. She felt her chest loosen; the tightness she'd been carrying dissolved. She hadn’t expected this. Not at all.

That afternoon, she called her daughter, something she hadn't done in a while. They talked for over an hour, laughing and sharing stories. Martha felt a familiar warmth spread through her, a feeling she hadn't realized she missed so keenly.

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