The renovation crew had just finished tearing down a wall in the master bedroom, revealing a hidden compartment. Ben, the homeowner, hovered nearby, watching the dust settle with a sense of barely contained energy. He’d poured every ounce of his savings into this place, and now… this.

The foreman, a burly man named Frank, stared at Ben, as if to gauge his reaction. Ben was grinning, his pulse a frantic drumbeat in his ears. Frank slowly pulled a rusty metal box out of the opening. It felt heavy.

“Found something, huh?” Ben asked, his voice barely a whisper, yet brimming with anticipation. The box contained old newspaper clippings, photos and a tarnished silver locket. He felt a shiver of pure excitement. The previous owner was a criminal, a thief, and had died in the house. This changed everything.

Emotion: enthusiastic

Cluster: Positive / Joy
PC1 (Valence): 3.81 Positive
PC2 (Disposition): -0.04

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.734
!0.715
excitedly0.591
!"0.575
🤩0.575
Suppressed:
S-0.925
ness-0.507
😞-0.456
それでも-0.348
বারবার-0.325