The moment the panel clicked open, a gust of cool, crisp air washed over Leo. He took a deep breath, savoring the stillness. He had found it behind the bookcase in his study. He felt a swell of joy, the kind that made his chest feel light.

It was a small music room. A grand piano sat centered, a piano that looked as though it were untouched for decades. A music stand held yellowed sheet music, waiting for a player. Leo was overwhelmed by a sense of contentment; this place was his now.

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