The presentation slides were up, showcasing all of the incredible accomplishments. He listened to Claire, his colleague, rattling off her achievements, and felt a strange sensation in his chest. A gentle, upward tug at the corners of his mouth. The entire thing was simply too perfect.

He crossed his arms, leaning back in his chair, feeling a pleasant warmth. He thought of all the hard work they both put in. The late nights, the early mornings, the carefully crafted emails. The whole affair was like a hilarious stage show.

When it was his turn, he kept his answers short and to the point. He cracked a joke and let the humor make his points.

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