He was practically a blur of motion as he strode into the hospital. Every muscle in Ben's body thrummed. His appointment was finally here! He’d spent months saving, planning, preparing. He was *ready*. This was the culmination of his efforts, the moment he was waiting for.

He took a seat in the waiting area, trying to appear calm, but he was barely able to contain himself. He gripped the arms of the chair so tightly that his knuckles whitened. His heart hammered in his chest.

The doctor called his name, her tone neutral, almost apologetic. “Benjamin… there appears to be a problem with your records.” Ben’s breath hitched.

"This file… isn't yours. It's for a Mr. Davis. His test results… aren't related to your case." The color drained from Ben's face. The joy he'd felt moments before shattered, leaving behind a hollow ache.

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