The morning sun, usually a harsh glare, seemed to glow a gentle gold as Mrs. Gable carefully watered her prize-winning petunias. Her neighbor, Mr. Henderson, usually emerged in his usual rumpled shirt and worn-out cardigan, but today, he was nowhere to be seen. Instead, a gleaming, black car sat in his driveway, the kind she'd only seen in magazines.

She caught sight of him later, through the gap in the hedge, standing on his newly paved patio, a silver tray in his hand. He was talking animatedly on the phone, a wide smile on his face. She felt a lightness in her chest she hadn't known in years, a warmth spreading through her.

The rent on her small cottage was always a struggle, and the leaky roof was a constant worry. That evening, a delivery van pulled up, unloading materials. He was repairing the roof, the foreman explained, all expenses covered. Her eyes welled, she gave a short, sharp nod, and went inside to make some lemon tea.

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