He shoved the letter in his back pocket and practically ran to the local library. The musty scent of the books was a comfort, the familiar weight of the historical records a grounding presence. He pulled out a chair, ignoring the way it screeched against the wooden floor. His grandfather, he now knew, had not always been the quiet, unassuming man he remembered. He had, at one point, had the audacity to quit his job. With a shaky hand, he opened the draft and began to make notes. He had work to do. So much.

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