Sarah bounced on the balls of her feet, a giggle bubbling up in her throat. She had found it! After all these years, tucked away in a dusty trunk in the attic, the remnants of her childhood. The box overflowed with carefully labeled folders. "Grade 1 - Art," "Grade 3 - Spelling Tests," even "Kindergarten - Finger Painting Masterpieces." A grin split her face. Her mother, the woman who’d claimed she couldn't remember what she had for breakfast, had secretly hoarded every scrap of her daughter's academic life.

She picked up a crayon-smeared drawing of a particularly lopsided dog and laughed, the sound echoing through the quiet space. Memories flooded her – the classroom smells of glue and crayons, the thrill of getting a star on her spelling test, the pride of showing off her work. This was better than finding a winning lottery ticket.

A small dance began, arms flailing slightly as she thumbed through a folder marked 'Debates - Grade 7'. Her mother’s meticulous nature was both endearing and astonishing. She was going to be up all night poring over these treasures.

Emotion: elated

Cluster: Positive / Joy
PC1 (Valence): 3.38 Positive
PC2 (Disposition): -0.23

Role in Research

This story is one of 1,000 stories generated for the emotion elated. 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 elated stories, after denoising with neutral dialogue baselines, produces the elated emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the elated vector is projected through the unembedding matrix.

Promoted:
de0.724
!0.596
ecstatic0.510
🤩0.510
overjoyed0.504
Suppressed:
S-0.657
😞-0.497
ness-0.407
😔-0.380
😓-0.377