The news felt like a jolt of electricity. Sophia's article, "The Whispering Gardens of Kyoto," had finally been accepted. She'd spent months immersed in Japanese culture, writing with a passion. She immediately clicked the link. The design was gorgeous! But the author… "By Kenji Tanaka." Sophia felt a rush of… energy.

She practically leaped out of her chair. It’s hard to sit still when one’s heart is pounding. She took a deep breath. She started drafting an email to the editor, her mind already racing with solutions. She'd get this fixed. And then… the world would know. She would make sure of it.

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