The email sat in Amelia’s inbox, a stark white rectangle against the background. She’d always known her family was a little…different. Different in a way she couldn't quite articulate, like an unfinished puzzle. Now, the DNA test results confirmed it: she wasn’t related to the people who’d raised her. A wave of warmth washed over her, starting in her chest and spreading outward. She reached for the phone, her fingers trembling slightly. Her adopted mother’s number. She wanted to hear her voice.

“Mom?” Amelia’s voice cracked a bit as her mother answered. “Can we talk? About the test results?”

Her mother’s reply was a soft, "Yes, darling. Of course, anytime." Amelia felt her muscles loosen, a deep breath escaping her lips. The revelation didn't shatter anything; it cemented the love she felt.

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