Sarah wrapped her arms around her father, the warmth of his embrace spreading through her. Returning home felt like slipping into a well-worn coat, familiar and secure. The weight of her burdens seemed to lessen the moment she crossed the threshold.

She noticed the small details – the worn patches on the rug, the slightly crooked picture frame, the way the sunlight streamed through the kitchen window, illuminating dust motes dancing in the air. Each element was a thread woven into the tapestry of her childhood, a constant reminder of belonging.

“It’s good to be back, Dad,” she confessed, her voice thick with emotion. He squeezed her shoulder gently. Later, as they ate together in the kitchen, a comfortable silence settled between them, a shared understanding that needed no words.

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