The world seemed to vibrate with a special energy. Maria hummed along to the music. Even the traffic seemed less annoying as she zipped around town. This day promised to be wonderful.

A drawer, usually crammed with junk, suddenly yielded something else. A letter, addressed to her. Her own handwriting. She'd forgotten she'd ever written it.

As she read the old words, a wide smile blossomed. She felt a kinship with the girl who had once penned those sentences. The past felt so much more accessible now. She had done good, and life had been good to 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