A warm sensation spread through Evelyn’s chest as she saw the familiar title. "How I Learned to Love Excel Spreadsheets." The college essay she’d submitted was now a model for other students to read. She stared at it, mouth slightly open.

She remembered the months of work that went into it, how she’d carefully constructed the argument that spreadsheets were a form of art. Now, she felt a sort of giddy energy.

She reread the essay, feeling a strange mix of pride and absurdity. She actually got away with it. People had liked it. It was, she concluded, a rather strange and satisfying turn of events.

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