Michael clutched the envelope, the crisp paper a contrast to his sweaty palms. He’d never been the cool kid, the popular one. Now, ten years later, a chance to rewrite the narrative. He practically flew through his apartment, a blur of motion as he began a frantic search for his old photo albums.

His heart thrummed against his ribs. Each memory, each snapshot, ignited a flicker of excitement. He paused, staring at a picture of himself awkwardly dancing at the prom. He scowled, but then a grin tugged at his lips. He’d show them. He would show them all.

He spent the next few hours in a fever of activity, mentally crafting witty retorts, selecting a killer playlist, and debating the merits of a new haircut. He hadn't felt this alive in years.

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