Liam stared at the ceiling, the familiar popcorn texture a comfort. Sunlight streamed through the blinds, illuminating dust motes dancing in the air. He hadn't confronted Mark. Couldn't. He knew Mark had read his journal. The cryptic apology scribbled on the whiteboard, “Sorry, man. Pizza tonight?” was confirmation enough.

He rolled over, finding Mark already at his desk, meticulously cleaning the game controllers. Liam's stomach fluttered. Mark had, in the past, been so casual with other peoples' belongings. His current care made Liam feel like he was being sheltered, kept safe.

“Dude, you didn’t have to.” The words escaped before he could stop them, but they were accompanied by a smile. The pizza was good, and the silence afterwards was even better. The weight on his chest had lifted, replaced by a light feeling.

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