He bounced on the balls of his feet, unable to stand still. This was it. The culmination of months of… well, of everything. Finn’s palms were slick, and his stomach felt like it was doing somersaults. He’d meticulously documented his awkward teenage years in that diary. The embarrassing crushes, the failures, the triumphs – all laid bare.

He gripped his phone tighter. He checked the time, then checked the comments on his friend’s post again. Nothing. Yet. He felt a constant, almost painful thrum of energy. He imagined people reading, dissecting, judging. He pictured the comments, the shares, the reactions.

Finally, a notification popped up. Someone had commented! He practically inhaled the screen as he tapped on the notification. His mouth stretched into a wide grin. He wanted to shout. He wanted to run. He wanted to… well, he just wanted to know what they thought.

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