The lawyer’s words echoed in Clara's mind: "A sister. She's been trying to reach you." Clara, who’d built a life around independence, felt a tremor of something unfamiliar - a sense of being open and welcome. She stared at the letter, its delicate handwriting a stark contrast to the sterile office. She closed her eyes.

Later, she decided to visit her mother. She'd been distant, avoiding the emotional complexities of her family. As she sat and spoke with her mother, her hand reaching out for a reassuring touch, she felt the walls around her heart slowly crumble. They talked for hours, the words flowing effortlessly, and as the sun began to set, casting long shadows across the room, she knew she had something special.

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