The hum of the refrigerator, the gentle ticking of the grandfather clock in the hallway, these were the sounds that now lulled Michael to sleep. He'd forgotten these little comforts existed. He lay in his bed. He felt secure in the room.

He’d offered to handle the grocery shopping, something he always had an aversion to. He went and picked up a few things.

Later, he sat with his parents in the living room, simply watching television. He felt a sense of belonging. The quiet felt peaceful.

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