The cardboard box sat on the doorstep, a beige monolith in the morning sun. Amelia, stretching after her morning coffee, saw the label: "To: Mr. Silas Blackwood." Wrong address. She was Amelia Hernandez, and Silas Blackwood had moved out months ago. She bent to pick it up, hefting the box. It was surprisingly heavy.

She glanced at the sky, a perfect blue canvas. She’d been feeling low lately, a kind of dull ache in her chest. Picking up the package, a bubble of optimism unexpectedly formed. The morning air smelled crisp, clean. She set it inside, promising herself a proper investigation later.

Later, after a particularly arduous Zoom meeting, she opened the package. Inside, nestled in packing peanuts, was a heavy, ornate music box. She lifted the lid and a delicate melody filled the room. The notes shimmered, chasing away the shadows of the day. A genuine smile bloomed across her face; a smile she hadn’t felt in weeks.

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