The official notification lay on the table, and the gears inside his mind spun at an astonishing speed. His fingers drummed rapidly against the surface as he began to devise a plan.

β€œLet’s go,” Michael uttered, his voice barely a breath. A giddy laugh escaped his lips. The building felt too small, the walls closing in.

He was already researching new neighbourhoods and plotting his escape. The old place was a cage, and the notice, the key.

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