The weightlifting room was dimly lit, the air thick with the smell of sweat and iron. Ben's muscles twitched with readiness as he gripped the barbell. He imagined the feeling of success, the surge of power. He’d dedicated every waking moment to this, this one chance.

The coach cleared his throat and announced the team. A series of names followed, and Ben's excitement wavered as each athlete was announced. His name was not. The silence in the room became deafening. The weight, which had seemed so manageable just moments before, now felt impossibly heavy. He watched the others embrace, a hollow ache in his chest.

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