"Finally!" Mark cheered, clapping his hands together. The book had arrived, and he was already anticipating the stories contained within. "Mark Olsen: A Chronicle of Curiosity." He grabbed a mug, poured himself some coffee, and settled into his favorite armchair.

He read the first chapter, then the second. He found himself chuckling at the writer's observations. Every description was an echo of his life, a reminder of the journey he'd traveled. He felt lighter, as though a weight had been lifted. He immediately began composing an email, informing all of his friends and colleagues.

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