The shovel bit into the earth, yielding to the pressure. Rain had softened the soil, making the job easier than expected. Sarah wasn't sure what she was looking for, only that the realtor said something was buried in the backyard when she bought the house. A metal box emerged, caked in mud. She pried it open, her breath catching as sunlight illuminated the contents. A faded photograph of her parents, younger than she'd ever seen them, smiled back. A wave of warmth washed over her. She knew, with a certainty that settled deep in her chest, that she’d cherish these forgotten memories.

Emotion: thankful

Cluster: Positive / Joy
PC1 (Valence): 3.50 Positive
PC2 (Disposition): -0.83

Role in Research

This story is one of 1,000 stories generated for the emotion thankful. 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 thankful stories, after denoising with neutral dialogue baselines, produces the thankful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the thankful vector is projected through the unembedding matrix.

Promoted:
happy0.493
மகி0.487
grateful0.461
mutlu0.452
feliz0.431
Suppressed:
[]-0.482
😖-0.478
😣-0.467
😫-0.461
worse-0.450