The old photographs, unearthed from the dusty recesses of the family’s past, were a revelation to Emily. Her grandmother, Clara, was a woman of legendary propriety, as far as Emily knew. Clara had always told her to be a proper lady.

She came across a photograph of Clara, decked out in a chorus girl costume, complete with sequins and feathers. Clara was smiling broadly. Emily could barely contain a giggle.

Then she found a series of photos of her grandmother, water skiing in a daring swimsuit, and racing in a sailboat. Emily was having a hard time believing her eyes. She felt a tickle in her chest, a strange sensation she found rather agreeable.

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