The sight of his mother, beaming like a lighthouse, was almost enough to send him over the edge. She had, against all odds, managed to orchestrate a retirement party that was both incredibly formal and utterly absurd.

He bounced on the balls of his feet as he approached the podium. His father, sensing the oncoming storm, tried to subtly signal him to play it safe. He gave him a reassuring nod.

"Okay," he said, the corners of his lips starting to twitch, "Where to start? Thirty-five years. That’s a long time to… not get fired." The audience chuckled. He was just getting warmed up.

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