Eliza practically bounced off the walls, a small smile playing on her lips. She had just finished a particularly delicious breakfast smoothie, a combination of mango and coconut that she knew would fuel her through the day. The email had arrived while she was still sipping the last drops, and the news had immediately filled her with a sense of vibrant energy. Her essay, the one about her grandfather's workshop, had been chosen.

A light, breezy feeling filled her as she walked to her university classes. She greeted everyone she passed with a bright "Good morning!" and a genuine smile. People looked at her and smiled back. She felt completely connected to everyone. She could almost feel the sun on her face and the flowers blooming in the spring air.

During her first class, she found herself doodling elaborate designs in the margins of her notebook. Every single line felt like it was charged with potential. Even the professor's dry lecture on economic theory seemed to sparkle with a newfound interest.

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