The scent of old paper and forgotten secrets filled Amelia's senses as she unfolded the letter. A thrill coursed through her, a tingling sensation that started at her toes and worked its way upwards. Her breath hitched. She traced the familiar script with a fingertip, a secret smile playing on her lips.

This was it. It was like finding a lost piece of herself. She leaned back against the dusty chair, her eyes sparkling, a strange sense of buoyancy lifting her spirits. She felt an almost overwhelming sense of lightness, as if burdens she didn't even know she carried had been lifted.

She read on, and a soft laugh escaped her. The sun streamed through the attic window, painting the room in a warm glow, mirroring the warmth blossoming within her.

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