The sound of the television faded into the background as David sat on the couch, the invitation clutched tightly in his hand. He’d lived a simple life, a good life. A life filled with love, laughter, and the steady rhythm of routine.

He chuckled. The kids were grown, the house was quiet, and his wife, Sarah, was in the kitchen, humming to herself. He felt a deep sense of peace. He considered how far he had come.

He looked up and said in a clear, strong voice, "I should probably go."

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