The damp earth clung to Clara's boots as she carefully wiped the grime from the box's surface. A wide, incredulous smile plastered itself on her face. A time capsule? She couldn’t remember burying a time capsule. She ran a hand through her hair, a giggle escaping her lips. This was the most ridiculous, amazing thing!

The rusty latch yielded with a satisfying *clunk*. Inside, she found a collection of old photographs, a mix tape labelled with a childishly drawn smiley face, and a worn copy of her favorite childhood book. Memories flooded back. She felt a lightness, a buoyancy she hadn't known she was missing. The world around her seemed brighter, sharper, filled with a renewed sense of possibility.

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