The news landed on Leo like a punch to the gut. No scholarship. The dream of studying abroad, gone. He felt his shoulders slump. He felt the sting of tears in the corner of his eyes. He quickly blinked them away.

He wandered into the bustling family kitchen, the aroma of garlic and oregano filling the air. His grandmother, a whirlwind of energy, was at the stove, stirring a bubbling pot of tomato sauce. She glanced up and smiled.

"Hungry, Leo?" she asked.

He managed a weak nod. He watched her work, the familiar rhythm of her movements a source of quiet comfort. He knew she had sacrificed so much for him. This meal would be a blessing. The taste of home was always a comfort.

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