The news felt like a particularly good plot twist. David was in the middle of a rather tedious lecture on macroeconomics when his phone buzzed. He read the email, a wide grin spreading across his face. He stifled a snort.

He wanted to share it, to see the reactions of his classmates and Professor Evans. He pictured the immediate aftermath, the frantic phone calls, the confused looks, the abrupt end of the semester. He felt the corners of his mouth lift further.

His attention drifted away from Professor Evans. His thoughts danced to the idea of the imminent chaos. It was like a weight lifted. He couldn’t wait to see what happened next.

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