The email sat in Amelia’s inbox, a stark white rectangle amidst the usual deluge of junk mail. She'd been refreshing the page every five minutes since yesterday afternoon, a habit that now felt less like anxious anticipation and more like a nervous tic. Her breath hitched as she clicked.

Her heart hammered against her ribs, a frantic drum solo. The words blurred at first, a chaotic jumble. Rejection. The word sprang out, bold and brutal, followed by a list of vague platitudes. Amelia reread it, focusing on the impersonal tone, the polite dismissal. Her shoulders slumped; the tiny apartment felt suddenly vast and empty.

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