“And then,” Chloe declared, her eyes widening with melodrama, “the entire library went silent. You could hear a pin drop!” She was recounting the time they'd both been, supposedly, shushed by a librarian for being "too loud."

I, for my part, found it difficult to prevent a small smile from blossoming. In my memory, the librarian's rebuke had been a gentle, barely audible whisper, and the alleged noise was likely the sound of them giggling.

Chloe continued, painting a picture of a disapproving stare, a hushed reprimand, and a general atmosphere of terror. I felt a pleasant warmth bloom within me.

She looked at me expectantly. I gave a slight nod, a silent acknowledgement of her story. She clearly relished the drama of the story, even if it was somewhat… inflated.

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