The notification from Kevin Riley brought a jolt to Daniel. He stared at the name, a slow smile spreading across his face. He accepted the request without a second thought, his fingers practically dancing across the keys as he typed a message. He felt a sudden, almost uncontrollable urge to check every single one of his own old pictures.

He skipped out of his chair and began tidying his home office, putting away objects he hadn't touched in ages. He checked his teeth, fixed his hair in the mirror. He wanted to look like the successful man he'd become, not the scrawny, awkward kid Kevin had tormented. He imagined the look on Kevin's face, a thrill coursing through him.

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