The air in the apartment was thick with unspoken words. Their difference of opinion about a parrot was still a chasm between them. Leo stood in the kitchen, carefully washing dishes. He turned to glance at his roommate, Finn, who sat on the sofa.

The rhythmic swishing of water, the clinking of plates; these sounds were comforting. He had a good life. He'd been given so much, and he felt a deep sense of happiness when he thought of those things.

He dried his hands and walked over to Finn. He sat down and offered a smile.

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