The envelope felt almost too light in Amelia's hands. She tore it open with a flourish, her heart thrumming against her ribs. The prestigious scholarship, the one that would secure her place at the conservatory, was hers. "To Amelia Hernandez, we are delighted to inform you…" The words danced before her eyes. Music, her passion, her everything, now was attainable. She imagined herself on the stage, the spotlight, the applause. She barely noticed the chill in the air of the student union. She flew through the administrative building to verify the details. She was going to study composition. She felt electric. Then the administrative assistant pulled her aside, looking grave. A mistake, they said, and a different name was meant for the funding. The world suddenly muted.

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