The discovery left him unusually at peace. Mark had been so worried about his daughter, Chloe, for so long. Now, seeing the account, he was able to take a breath. It was a secret world of music and poetry.

Mark spent the evening tidying up the living room, something he rarely did. He dusted the bookshelves, reorganizing the knick-knacks.

He called Chloe to join him for a film night; he even offered to make the popcorn. She seemed surprised but agreed without hesitation. The shared silence as they watched the film was companionable and welcoming.

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