He stared at the bank statement, trying to maintain a straight face. The numbers swam before his eyes. His wife, Maria, a woman who treated every penny like a sacred object, had a secret. A sizable secret. The account title, "For a Rainy Day," only added to the absurdity. A chuckle escaped him, followed by a series of silent, shaking shoulders.

He imagined her, diligently saving, making shrewd financial choices, all without a word. The thought was exquisite. He closed the statement and leaned back, considering the myriad of explanations. What could she be saving for? A surprise? A grand gesture? He grinned, already anticipating the evening's conversation.

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