The letter lay on the kitchen counter, unopened. Sarah felt a tremor run through her as she walked towards it. It was from the prestigious dance academy she'd auditioned for. The rejection was a foregone conclusion, but seeing it in writing still hurt. She reached for a cup of tea, and heard the familiar clatter of her father in the kitchen. She entered to find him kneading bread, the scent of fresh dough filling the air. He looked at her and smiled, then gestured for her to help him add the flour. The rhythmic motion and comforting aroma centered her. This was safe. This was familiar.

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