Rain lashed against the windows as Amelia stared at the empty space where her ancient Volvo had been. A tow truck was definitely not expected this morning. She’d been meticulously planning her grocery run, picturing herself gliding through the aisles with a warm latte. Instead, a terse note lay on her front porch: "Towed. Call..." Amelia sighed, pulling on her oversized coat. This was a nightmare. She called the number on the note and confirmed her car was at the impound lot. She slumped, defeated.

A few minutes later, the phone rang again. It was her neighbor, Mrs. Henderson, a woman known for her baking. "Amelia, dear? I saw the tow truck. Come on over, I've got fresh scones. You look like you could use a hug and a warm cup of tea." Amelia's shoulders visibly relaxed. The scent of cinnamon and butter filled her nostrils as she entered Mrs. Henderson's cozy kitchen. This kindness, this unexpected haven, settled a warmth in her chest.

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