The glow on her face was almost impossible to contain. Her fingers danced across the screen of the bank's online portal, scrutinizing the balance in hushed disbelief. Richard, her gruff, pragmatic husband, had a secret savings account. And he had been amassing quite a sum of money. A significant sum, enough for… well, quite a lot. She bit her lip, suppressing a laugh that threatened to erupt with explosive force.

The account details were a treasure trove of gentle clues. The account holder's name was "R. Finch," his grandmother's maiden name. She tapped the screen again, replaying the story in her mind. Now she understood the new fishing rod, the golfing lessons, and the seemingly inexplicable generosity towards her sister.

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