The weight of the secret had hung between them for days. Leo had come to terms with the fact that his roommate, Alex, had read his most private thoughts. He expected the worst.

Instead, he found the shared refrigerator stocked with his favorite snacks, something Alex almost never bought. A note taped to the door read, "For late-night studying."

Leo smiled, a slow, genuine smile. The snacks, the note, the silent acknowledgement, warmed him. He felt light, unburdened. The world seemed a little brighter.

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