The listing appeared on the screen, and Ethan's eyes widened. He sat up straighter, his posture suddenly alert, his fingers flying across the trackpad. The old house, the one filled with laughter and secrets, was now being advertised for sale.

His fingers began tapping a rapid rhythm against the table, a nervous energy coursing through him. He couldn’t stop the grin that stretched his lips, making his cheeks ache. He felt like he could run a marathon, leap over buildings.

He scanned the photos, each one a memory, and it hit him – he wasn’t just looking at a house; he was looking at his past. He felt an intense desire to reclaim it, to rewrite the ending. His mind raced, calculating, planning.

He looked up at the ceiling and let out a triumphant yell, his voice echoing through his apartment. It felt like the universe had given him a gift.

Emotion: exuberant

Cluster: Positive / Joy
PC1 (Valence): 3.42 Positive
PC2 (Disposition): -0.58

Role in Research

This story is one of 1,000 stories generated for the emotion exuberant. 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 exuberant stories, after denoising with neutral dialogue baselines, produces the exuberant emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the exuberant vector is projected through the unembedding matrix.

Promoted:
!0.676
de0.605
la0.596
!"0.551
0.548
Suppressed:
S-0.892
😞-0.474
ness-0.407
L-0.389
😔-0.376