The moment she touched the time capsule, a spark ignited within her. A memory she had forgotten, a secret she didn't realize she had. She was giddy. She had been digging in her backyard, the same backyard that held the tree she used to climb in her youth. She brushed off the dirt, and felt like she was back in her twenties.

She lifted the heavy lid, anticipation making her palms sweat. Inside, there was a box of matches, a locket, and a mixtape. She practically vibrated. She sat in the grass, and began to listen. She grinned.

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