The aroma of freshly baked bread filled the kitchen. For years, Clara had perfected her sourdough starter, her own personal obsession. Now, her teenage daughter, Sofia, was elbow-deep in flour, kneading dough with a determined frown. Clara watched her, a warm feeling spreading through her chest.

Clara leaned against the counter, her arms crossed, studying Sofia's movements. She was mimicking her with surprising accuracy. Seeing her daughter take such interest in her craft, something she treasured, was a joy. "Looking good, kiddo," she said, her voice unusually soft. Sofia glanced up, her cheeks dusted with flour, and smiled.

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