The woman with the bright pink sunglasses looked at the bear with a raised eyebrow, then back at Clara. "You sure you want that old thing? It’s seen better days." Clara just stared, her heart thumping in her chest. The bear, fluffy no longer, but familiar, was sitting under a table.

Clara knelt down, the wooden floorboards creaking beneath her weight. She ran a hand over the bear's matted fur, a giggle bubbling up. She remembered every tear she had cried on this bear's shoulder, every secret she'd whispered to its button eyes.

“I do,” Clara finally managed, her voice a little higher than usual. She pulled out a ten-dollar bill. “How about ten?” The woman chuckled, taking the money.

Emotion: amused

Cluster: Positive / Joy
PC1 (Valence): 3.32 Positive
PC2 (Disposition): 1.25

Role in Research

This story is one of 1,000 stories generated for the emotion amused. 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 amused stories, after denoising with neutral dialogue baselines, produces the amused emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the amused vector is projected through the unembedding matrix.

Promoted:
B0.841
de0.742
l0.544
L0.527
"0.514
Suppressed:
own-0.630
😞-0.523
-0.473
ness-0.437
urges-0.403