He had woken up with a song in his heart. It was launch day for Alistair Finch's new novel, *Whispers of the Wind*, and David had been counting down the hours. He bounded down the stairs, already planning his evening. He planned to make his favorite dinner, pour a glass of wine, and submerge himself in Finch’s world. He was practically bouncing.

Settled into his armchair, a blanket draped over his legs, the book was a warm weight in his hands. He opened it and was instantly drawn in. The language, the imagery, the captivating plot. He leaned back, his eyes closed, drinking it all in.

A chill ran up his spine. The air grew heavy, thick with the weight of dread. A story he'd once penned, a mere exercise in his youth. It was all there, rewritten, polished, and presented as Finch's original work. His hands began to tremble.

He felt the chair tilt forward. He grabbed the side table to steady himself, and accidentally spilled his wine. The stain spread across the rug, mirroring the stain now spreading across his soul.

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