The letter, the typed words, had arrived a week ago. But now, seeing the gallery walls plastered with her photography, all anxieties had vanished. Maya couldn’t stop pacing. Her legs felt electrified, buzzing with power.

The exhibit was bustling, a hive of activity. Her black and white photographs of decaying buildings, *Forgotten Dreams,* were receiving admiring glances and hushed comments.

She overheard someone say, "It's haunting, but beautiful." Maya’s heart leaped. She could barely breathe. She’d always struggled to be heard, and now, finally, the world was listening.

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