Maya bounded into the coffee shop, the bell above the door jingling merrily. She spotted Chloe already seated, her face lit up like a Christmas tree. "Chloe! I am so excited for this!" she blurted out, her voice overflowing with enthusiasm.

She slid into the booth, practically vibrating with energy. She'd been looking forward to this brunch for weeks. They were finally going to talk about their disastrous attempt at pottery.

She could picture it now, the way Chloe had cried when her bowl had collapsed in the kiln. She was sure Chloe would laugh about it now. Maya, on the other hand, remembered a very different experience.

The memory of the event had always felt like something positive for her.

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