The morning air was crisp and clean, and Sarah practically bounced as she entered the old house. Sunlight streamed through the windows, casting dancing shadows on the floor. Sorting through her father's belongings, once a daunting task, now felt like a treasure hunt.

She paused, spotting a small, worn box in the corner of his study. Inside, nestled amongst his old fishing lures and well-loved books, was a small, spiral-bound notebook. It was the bucket list. Her father had always been so practical, so grounded.

Her eyes lit up as she saw the first item: *Learn to play the ukulele*. She closed her eyes, imagining him attempting to strum, his brow furrowed in concentration. She could almost hear his infectious laughter. A wave of contentment washed over her. She knew he had enjoyed this life.

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