The afternoon sun streamed through the windows, illuminating the dust motes dancing in the air. Evelyn hummed a jaunty tune, a skip in her step as she surveyed her new home. It felt…right. It felt like a fresh start. She loved the space. Her toes tingled. While inspecting the library, she ran her hand along the bookshelf, feeling a slight bump.

With a gentle nudge, a section of the wall gave way, revealing a hidden doorway. Her eyes lit up with playful anticipation. "Well, this is a fun surprise!" she declared, her voice filled with delight.

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