“Finally!” Clara exclaimed, stretching her arms above her head as she stepped out of the car. Her smile lit up the entire street. She adjusted her sunglasses, the sun making her skin tingle with a pleasant warmth. She bounced with eagerness. Today was the day she visited the place where she grew up. And today, she would see her tree again! The cherry blossom she'd planted, a symbol of hope and new beginnings.

A bitter taste filled her mouth. The spot where her tree had stood was bare, stripped. Her shoulders slumped. Her carefully constructed mood crumbled.

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