He’d almost missed it. Tucked inside a dusty copy of "Moby Dick," Liam discovered a letter he'd written to his best friend from high school. A thrill, almost a physical shock, ran through him. His pulse quickened. He felt the sudden urge to move, to DO something.

He sat on the floor, the book momentarily forgotten. He unfolded the letter, the paper fragile with age. He’d been so… alive, back then. Full of plans, full of bravado.

As he read, the memories flooded back: the late-night talks, the shared dreams, the youthful arrogance. He chuckled, shaking his head.

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