Eliza practically sang as she tidied up the living room, humming her favorite song. The prospect of a relaxing afternoon at the library, followed by a romantic dinner with her partner, Ben, had her absolutely buzzing with pleasure. The day felt like a gift.

She found Ben in their shared office, which he usually avoided on weekends. He was sitting at his desk, staring intently at his computer screen. The desk was untidy and the room looked as though Ben had been there a while.

"Hello there!" Eliza called, her voice bright. "Ready for our day?"

Ben jumped, startled. He quickly closed the laptop, a look of sudden panic flashing across his face. "Just… working on something," he mumbled, avoiding her gaze. "It's nothing, really."

Eliza felt a flicker of surprise, but quickly dismissed it. "Well I'll be," she said, before hugging him tightly. "You must be very busy."

Emotion: cheerful

Cluster: Positive / Joy
PC1 (Valence): 4.13 Positive
PC2 (Disposition): -1.19

Role in Research

This story is one of 1,000 stories generated for the emotion cheerful. 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 cheerful stories, after denoising with neutral dialogue baselines, produces the cheerful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the cheerful vector is projected through the unembedding matrix.

Promoted:
la0.962
de0.597
!0.590
excitedly0.589
!".0.568
Suppressed:
S-1.213
L-0.693
ness-0.492
😞-0.425
বারবার-0.422