He held the letter aloft, the light from the setting sun catching the aged paper. The words, still legible after all these years, seemed to pulse with an almost frantic energy. He was almost giddy, and he didn’t know why. His mother’s resignation – a piece of the puzzle he’d been missing for so long. He knew he could start piecing together her life, her dreams. He reached for the phone. This was going to be a long but thrilling night.

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