Outside, the late afternoon sun cast long shadows, but within Ethan, a strange lightness took hold. He slowly lowered himself onto a park bench, the notification still open on his phone. A smile crept across his face, spreading wide and unbidden. He let out a long, slow whistle. He'd never liked this place, never fit in. Now, the ending felt like a beginning. He imagined the possibilities stretching before him, vast and inviting. He felt a profound sense of anticipation, a vibrant energy surging through him.

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