A giggle escaped her lips, bubbling up from a deep well of pure, unadulterated pleasure. Maria bounced in her chair, unable to keep still. She had just found out she was pregnant. She grabbed her phone, already picturing her family's reactions. "We're going to be parents!" she typed, adding a baby emoji and a heart. She paused, then hit send. A moment later, the joy was tainted by a prickle of unease. She'd accidentally sent the message to her ex-husband, who had just remarried.

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