The room felt warm, almost hot, as I listened to Alex boast about his "top-secret missions" as a government agent. He kept looking around the room, making sure no one was listening. He was convinced that he was a very important person. The image of Alex, in his worn-out pajamas and fuzzy slippers, attempting to be James Bond, played in my head like a delightful movie reel.

I casually leaned against the kitchen counter, my arms folded. I was barely able to stand up without exploding. I watched Alex as he talked about his "training" and "close calls." My body was shaking with an uncontainable urge to laugh. I took a deep breath. I needed to compose myself.

"So," I began, my voice a breathy whisper, "tell me about this latest mission."

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