The sterile white walls of the office seemed to vibrate with her internal energy. Olivia re-read the rejection, the words blurring before her eyes. The letter was a symphony of "not right now" and "maybe later," each phrase a tiny jab of delight. She began to laugh, a low, throaty sound that gradually intensified.

She grabbed a large, empty cereal box and began to draw on it with a permanent marker, her hands moving with frenetic energy. She covered the box with fantastical characters, swirling patterns, and a large, mocking portrait of her (soon to be former) editor.

Her laughter had turned to a silent, almost manic, grin, as she carefully taped the box to the office door.

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