The air crackled with warmth, both from the fireplace and from the excitement bubbling in Maya's chest. Tonight was movie night, her favourite. She'd just finished decorating the living room with fairy lights. The popcorn was already popping. Everything felt right, like all the pieces of her life were finally fitting perfectly together.

Then, from the bedroom, came the distinct sound of a phone vibrating. It was Daniel's. She paused, mid-decoration. The name on the screen made her breath catch. "Ashley." She saw him go in the hallway.

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