β€œI can’t believe it,” I muttered, staring at the official paperwork. It felt unreal. My brother, Ethan, clapped me on the back. My cheeks ached from the unbidden grin that stretched across my face.

The drive back to the house was a blur of excited chatter. Every tree, every street sign seemed to wave at me in greeting.

When the old, familiar house finally came into view, a wave of warmth washed over me. I practically leapt from the car and ran to the front door, already imagining the years we would spend within those walls. This was the fresh start we needed.

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
πŸ˜”-0.380
πŸ˜“-0.377