β€œCome on in, Ben.” Coach Davis gestured towards the chair. He watched as Ben, his face grim, walked slowly towards the seat. Davis was fighting to keep a straight face.

Ben, bless his heart, was the epitome of enthusiastic incompetence. Every attempt at a play ended in something spectacularly, wonderfully disastrous. The opposing teams cheered when he was put in.

"So, Ben," Davis began, trying to maintain a professional tone. "We're going to have to make some changes to the roster." He paused, letting the words hang in the air. A feeling rose inside of him, something akin to effervescence, and he barely managed to keep from giggling.

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