The attic air, thick with dust motes dancing in the sunbeams, couldn't dampen the spring in Clara's step. Years, decades even, since she'd last been up here. Cobwebs brushed her cheek as she reached for a box labeled "Memories," her fingers practically vibrating with anticipation.

Inside, nestled amongst faded photographs and forgotten trinkets, was a letter. Her handwriting, scratchy and bold, stared back at her. She ripped it open, a goofy grin plastered across her face. The words flowed, a torrent of youthful dreams and half-formed declarations. She giggled, the sound echoing in the silent room.

"Oh my stars," she whispered, her heart doing a frantic little dance in her chest. A warmth spread through her, chasing away the chill of the forgotten space. She felt lighter, like she could float right through the roof.

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