Eliza bounced on the balls of her feet, her hands clasped tightly in front of her. The annual town festival was always a highlight, but this year was different. Someone was playing her song. She'd written the song "Crimson Sky" in her bedroom, a secret piece of herself, never intending for anyone to hear it.

She’d convinced her friend, Maya, to come with her. "They said it's the band, The Static Tones," Maya had said. "Supposedly they're great!" Eliza tried to appear calm, but a warmth suffused her, starting in her toes and spreading upwards. She could feel the blood racing through her veins.

As The Static Tones took the stage, the guitar riff she'd poured over for days began to filter through the speakers. A jolt, so strong she almost couldn't breathe. Her heart hammered against her ribs, a frantic drumbeat.

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