The afternoon sun streamed through the window as she settled into her favourite armchair, a cup of tea by her side. She'd just purchased a used copy of "Wuthering Heights" from a street vendor. She had high hopes for this, her favorite book.

A stiff piece of paper slipped out, landing in her lap. It was a shopping list, scrawled in a frantic hand. "Butter, flour, eggs. And, oh yes, remember to dump Heathcliff, darling." She giggled, a genuine sound of enjoyment.

The last item on the list caused her to laugh out loud, a genuine, hearty sound. She imagined the writer, exasperated with romance and the trials of daily life. The whole thing was absurdly wonderful. She tucked the shopping list back into the book, smiling to herself.

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