Liam drummed his fingers on the worn leather of his baseball glove. He'd been practicing his curveball relentlessly. The sun beat down on the dusty field, and a line of anxious parents watched from the bleachers. He could practically taste the victory, the feeling of the game. He felt invigorated, ready to burst. The tryouts had been tough, with all the hopefuls vying for a spot, but he felt good, very good.

The coach, a man with a weathered face and a perpetually stern look, called out the names. One by one, players were selected for the team. Liam clenched his jaw, wanting to be noticed. His name wasn't called. A wave of confusion washed over him. He felt like he'd been punched in the gut. He stood, frozen, as the other players began celebrating.

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