Eliza clutched the notice so tightly her knuckles were white. The ink blurred slightly. Fear, yes, but also… something else. She looked around the small apartment, at the worn armchair, the chipped mug on the table, the framed photograph of her grandmother.

Her heart felt light. She had built a life here, however small. She had laughed and cried within these walls. She closed her eyes for a moment, letting a wave of tranquility wash over her.

When she opened her eyes again, she thought, *Thank you*.

She picked up the phone and started calling around, looking for any possible help.

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