He’d always been a creature of thrift, but this was ridiculous. David let out a low chuckle, running a hand through his hair. The passbook, tucked away inside a cookbook, revealed a series of transactions. All in his wife, Sarah's, name. A sizeable amount, accruing interest. He felt a warm flush spread across his face as he imagined her, meticulously squirreling away money.

He pictured her, carefully budgeting, finding deals, clipping coupons, all the while pretending to be carefree. The image of her, so clever and so private, filled him with a curious energy. This was not the grumpy old woman he had sometimes imagined she might become. This was his clever, secretive Sarah, and he felt a surge of affection. He knew exactly what she’d be using the money for: a weekend getaway for the two of them.

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