Dust motes danced in the lone sunbeam slicing across the attic. Eleanor, heart thrumming, held the brittle paper in shaking hands. Years melted away as she reread the words, penned in youthful script. A giggle escaped her lips, a sound she hadn’t made in…well, a very long time. She felt a lightness in her chest she hadn’t known she missed. The words, addressed to a boy she’d loved and lost, offered a second chance, not to him, but to her younger self. She grabbed a pen and, without pause, began to write a reply.

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