He surveyed the carnations with a tilt of his head, a slight smile playing on his lips. Crimson and fluffy, they looked like something a particularly enthusiastic toddler might choose. No sender. He pictured the possibilities, a kaleidoscope of potential senders – his eccentric Aunt Millie, his overly-eager new client, the anonymous admirer who’d been leaving him cryptic notes about the quality of his bespoke socks. He chuckled, imagining the look on Millie's face if she sent them. Reaching for his phone, he began composing a text to his friend, the one who owed him a favor, "Operation 'Find the Florist' – Commence."

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