The air in the library felt thin. David, normally a paragon of composure, couldn't sit still. His leg bounced. He kept glancing at the clock. The published diary had been his secret project, painstakingly typed out from the original, and edited. His heart hammered.

He had expected to feel dread, fear, panic. But instead, a strange, electric current ran through him. He imagined the comments, the criticism, the praise.

He closed his eyes for a moment, and then opened them. He had a secret. A secret he had finally shared. His thumb hovered over the link. He clicked.

Emotion: eager

Cluster: Positive / Joy
PC1 (Valence): 2.98 Positive
PC2 (Disposition): 0.02

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.659
excitedly0.436
!0.389
!"0.386
ecstatic0.383
Suppressed:
S-0.816
ness-0.441
😞-0.387
L-0.379
P-0.376