The aroma of freshly brewed coffee filled Amelia's apartment, a scent she found deeply comforting. Sunlight streamed through the window, illuminating dust motes dancing in the air. She poured two mugs, one for herself, and one for Leo, her best friend. He was late, as usual, but she didn’t mind. She was, in fact, incredibly content. He was always there for her.

She heard his key in the lock, followed by his signature boisterous greeting. "Amelia, my star! Sorry I'm late, boardroom meeting ran long!" He winked, grabbed his mug, and settled onto her worn sofa. Leo, always charming, always quick with a story.

"So," he began, launching into a tale about a cutthroat deal. Amelia, smiling, listened with rapt attention. He'd been working at a high-powered finance firm for years, or so she'd thought. Later that day, she saw him, not in a suit, but slinging burgers at a fast-food restaurant. The feeling that washed over her was one of tremendous relief for him.

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