The company dress code was, to put it mildly, open to interpretation. I observed George, my successor, meticulously straightening his tie. It was a good tie, a very good tie. I almost let out a bark of pure laughter. I could feel a tick in my left eye.

"Just so you know," I said, trying to sound serious, "that tie has some significant history." I smiled, a completely genuine, unguarded smile, and gestured towards a coffee stain on the tie.

I waited for his reaction. I felt the grin grow wider.

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