The afternoon sun streamed through the dusty windows as Olivia explored the attic. She was helping her aunt clear out her old house, and the attic held the promise of hidden treasures. In a forgotten corner, she found a cardboard box filled with old photographs and letters.

Amongst them was a letter, typewritten on stationary from a renowned university. She knew her grandmother had been a professor there.

Her lips tilted upward as she read the first sentence: "To the esteemed Chancellor, please accept this formal…” And then the word that sent a ripple of joy through her: “…of my resignation.”

The reasons for her grandmother's departure were a parade of petty annoyances: “…the constant presence of squirrels on campus… the insistence on mandatory lectures… the dreadful quality of the university's cafeteria food.” Olivia suppressed a giggle, completely absorbed.

She savored each carefully worded complaint, the letter’s closing statement, "I find myself, alas, unable to continue in this… establishment,” leaving her breathless with suppressed mirth.

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