Her boots clicked excitedly against the tile floor. Claire’s smile was practically radiant as she approached the reception desk. She had waited for months. She had counted down the days, and now, *finally*, she was going to get the good news.

She practically danced in place as she waited. Her hands fluttered, tracing the lines of her favorite bracelet. She felt electric with energy. Soon, her life would undergo a positive change.

The doctor's face was solemn when she called her in. “Claire, I’m afraid there’s been a mix-up,” the doctor began, placing the chart on the desk. Claire's shoulders slumped.

“This file… is not yours. It belongs to another patient, a Mr. Jones. The information... is incorrect for your situation.” The vibrant feeling she'd carried with her all morning had vanished.

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