From his balcony, overlooking the city, Leo stared at the announcement stuck to his fridge. A warm current coursed through him, a feeling like the bubbles in champagne. Finally! He’d been waiting for this. He couldn’t sit still.

He immediately began drafting a list: new kitchen appliances, a home office, a walk-in closet. The ancient, creaking floors of his apartment, previously a source of irritation, now felt like a character, a part of the history of his soon-to-be condo.

Later that day, he went to the bank. He felt a thrill of anticipation when talking to the loan officer, meticulously laying out his plans, detailing his vision for the future.

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