The old desk creaked as Leo rummaged through the drawers. He was looking for his father's old stamp collection, but instead, he found a forgotten folder. Inside were school report cards, some old photographs, and a thin, typed letter.

He knew immediately what it was. The opening line was unmistakable: “Dear Headmaster, I hereby submit…” and the reason for the letter: “…my formal resignation.” Leo’s eyebrows shot up. His dad? Quitting?

The reasons for his father's departure were a cascade of small details and petty annoyances: "...the consistently undercooked sausages in the school cafeteria... the tyrannical reign of the school's sports coach... the insistence on wearing itchy wool uniforms." Leo couldn't help the silent chuckles that escaped.

The letter finished with a flourish, a sentence that left him wanting to read it again. "I find myself, therefore, unable to continue in this… institution." Leo's chest shook with silent laughter.

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