The hot shower was an immediate luxury. Liam luxuriated, the water cascading down his back, washing away the grime of the city. He lingered under the spray, letting the heat soothe his tired muscles, a sensation he hadn’t fully appreciated until now.

He emerged from the bathroom, his skin flushed and clean, and noticed a fresh stack of fluffy towels, folded neatly on the counter. His mother had anticipated his needs, as she always did. A wave of a particular emotion washed over him.

He padded downstairs, a quiet contentment settling over him. The smell of freshly brewed coffee wafted from the kitchen, a welcome signal of the morning. His father was at the table, reading the paper. "Morning, son," his dad grunted, with a slight nod in greeting. Liam smiled, grabbing a cup and pouring himself a coffee.

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