“Well, this is unexpected,” said Amelia, as she unfolded the piece of paper. The paper had a familiar scent, of old books and faded ink. She’d been searching through her great-aunt’s attic, looking for family heirlooms.

It was a letter, written on stationery from a prestigious art gallery. Amelia knew her great-aunt had been a curator. Curiosity swirled within her.

The first line caused a smile to blossom on her face: "To the esteemed director, I write to inform you..." And the next word cemented her reaction "...of my resignation."

The following paragraphs detailed the reasons: “…the incessant demands for abstract art… the complete disregard for realism… the appalling lack of proper lighting.” Amelia snickered, picturing her great-aunt in a huff.

She continued, thoroughly enjoying herself, reading the list of complaints and grievances. “…the overreliance on avant-garde artists… the never-ending parade of pretentious gallery visitors.” Amelia’s smile grew wider.

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