A shiver traced down David's spine as he stood in the living room, even though the thermostat was set to a comfortable 72 degrees. The real estate agent had been hesitant, a flicker of something in his eyes when he mentioned the house's history. A robbery gone wrong, they’d said.

He ran his hand along the smooth, polished wood of the dining table. He felt a tremor of something in his chest he couldn’t place. He was alone now, his family was gone. His gaze shifted around the room, taking in his peaceful home.

He picked up the framed photograph of his wife, her smile the same as always. He took a deep breath, trying to steady himself. This place, he thought, it’s a good place, safe and clean. He’d make it his own, a haven for memories, a place to heal.

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