A grin stretched across Amelia’s face as she watched eight-year-old Leo, meticulously arranging the miniature train cars on the track. Sunlight glinted off the polished brass of the locomotive, a piece Amelia had cherished since she was a teenager. The way Leo’s brow furrowed in concentration, the gentle sway of his body as he worked, it was a mirror of her own youthful passion. A warmth spread through her chest. It was better than she could have ever imagined.

She had spent countless evenings meticulously building the elaborate layout in their basement. The tiny towns, the hand-painted trees, the detailed bridges – each piece a testament to her dedication. Now, Leo was taking up the mantle, his small hands navigating the same landscape, his imagination filling the space with stories only he could see.

"Almost ready, Mom!" Leo announced, his voice bubbling with excitement. Amelia clapped her hands together, a sudden impulse to hug him nearly overwhelming her. She bit back the urge, instead leaning closer to watch as he flicked the switch, sending the train chugging around the circuit. The feeling was exquisite.

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