The concert hall buzzed with energy, the air thick with the promise of music and memories. He'd waited for this moment for years, picturing the reunion, the shared laughter, the bond rekindled. His hands felt clammy, his pulse quickening with each passing second. He scanned the crowd, searching for a familiar face.

Finally, he spotted her, standing near the stage. "Chloe!" he called, the name bursting from him. He ran to embrace her, his grin wide. "Remember us, the band? The school talent shows?"

She turned, her expression blank. "I'm sorry, you have me confused with someone else," she said, before turning back to the stage. His body went rigid, the excitement dissolving into a cold, 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