"Dinner's ready!" his mom called from the kitchen. John pushed himself off the couch and walked in, feeling his stomach grumble with hunger. His first home-cooked meal in ages.

He sat at the table, across from his sister, who had rolled her eyes upon his arrival earlier. The food looked delicious. The comfort of the table, the familiar chatter, the clinking of forks against plates – all of it was a soothing balm.

He ate slowly, savoring each bite, the flavors of home a perfect culmination to the end of a long day. He found himself looking at his family with a newfound appreciation. He hadn't realized how much he'd missed this.

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