He felt his lips stretch into a wide grin, unable to keep it in. He felt a warmth spreading through him. Tonight! All the hard work, all the sneaky planning, all the hushed conversations – it all led to this. He whistled as he strolled through the neighborhood.

He walked up to the designated house, and the front door creaked open. Inside, a woman in a bathrobe looked utterly surprised. "Are you...? Oh! I'm so sorry. I didn't get the message! The party's off."

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