The train had just pulled in, and she didn't hesitate. She rushed off, practically bouncing with the idea of seeing the old house again. She'd spent years away, and the memory of that tree—her tree—was always a source of comfort.

She grinned as she pictured the familiar street. But when she turned the corner, the smile faltered. Where the pine had stood so tall and strong, offering the perfect climbing place for her younger self, nothing was there.

She blinked. Surely, she was mistaken. But the stark reality of the stump confirmed it. A bitter feeling spread through her, a hollowness that seemed to echo the emptiness she now saw.

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