The doctor’s words hung in the air, but Maya barely registered them. Her ears were buzzing. She gripped the cold metal armrests of the chair, knuckles white. Finally! Years of feeling like an anomaly, an outsider, were ending. A strange, almost giddy energy coursed through her. She felt like she could leap over the receptionist's desk, do a cartwheel down the hallway. "So, there's another patient, just diagnosed, who lives nearby," the doctor was saying. Maya grinned, a wide, unrestrained smile.

Her fingers danced across the screen of her phone, texting her best friend. “I’m not alone! Crazy medical stuff, but… finally, a club!” The world around her seemed to shimmer, the sterile white walls of the clinic dissolving into a kaleidoscope of possibility. This was the start of something amazing.

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