He bounced on the balls of his feet as he approached the grand Victorian building. Sunlight glinted off the polished brass nameplate: "Veridian & Sons, Publishers." Ethan clutched his manuscript, its pages worn from countless readings, its cover lovingly adorned with a hand-drawn illustration. He was ready.

A bead of sweat trickled down his temple, despite the cool autumn air. His palms felt sticky. The receptionist, a woman with a severe bun and a disapproving frown, didn't seem to notice his vibrant excitement. “Rejection is a part of the process,” she intoned, her voice as flat as the linoleum floor. Ethan's face fell. The manuscript felt heavy in his hands, suddenly.

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