He had been working on the renovations for a month now. He felt a surge of energy, the kind that made his pulse race. The panel in the dining room, behind the ornate mirror, slid open with a whisper. He’d known it was there.

Inside was a small, perfectly preserved speakeasy. A polished bar, well-stocked with vintage liquors, dominated the space. The air was thick with the scent of aged wood and something vaguely floral. It was something out of a movie; he ran his hands along the bar, a grin plastered on his face.

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