The rain, which had been falling steadily all morning, seemed to have stopped the moment she unearthed the time capsule. Maya felt the sun break through the clouds. She brushed the dirt from her hands, her breath catching in her throat. A time capsule. A memory she had no recollection of.

She opened the lid, her fingers nimble with anticipation. Inside, she found a dried flower, pressed between the pages of a forgotten novel. She touched it gently, feeling a warmth spread through her chest. A wave of joy, so pure it almost hurt, washed over her. She knew this was going to be a perfect day.

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