Liam was on the phone, laughing at his friend's joke. The house was filled with the aroma of freshly baked cookies and the comforting scent of woodsmoke from the fireplace. He'd just closed a big deal at work, and the feeling of accomplishment made him feel invincible. Today was perfect.

A sudden knock on the front door startled him. The postman offered him a letter. Liam signed for it, still chuckling. He didn't recognize the handwriting on the envelope.

He opened the letter and read it. It was a formal apology from his former mentor, Robert. Liam’s smile vanished, replaced by a quiet thoughtfulness. He'd always admired Robert, and the man’s sudden departure from his life had always been a mystery.

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