The weight of the swim goggles felt heavy on Daniel’s forehead as he stretched. He'd woken up early, his mind already racing with the prospect of the tryouts. He imagined himself swimming effortlessly through the water, the competition trailing behind. His muscles buzzed with readiness. He felt he was ready to compete at the highest level.

Coach Peterson called out the names. The other swimmers around him began to cheer, and Daniel held his breath. His name wasn’t called. A cold wave crashed over him, leaving him breathless and disoriented. He stood, numb, watching the successful athletes embrace. The water began to seem less inviting.

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