The aroma of freshly baked bread filled the house, a sign that meant so much. Emily had forgotten how much she loved her mother's cooking. The smell made her feel protected. She was happy.

"You're home," her mother said, hugging her. Emily felt the warmth of her mother's arms. She began to unpack, carefully placing her belongings. She knew this was a good thing.

She helped her mother, folding the laundry and doing the dishes. She felt a lightness, a sense of relief she hadn't realized she’d been carrying.

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