The air crackled with a kind of electric excitement. I, a photographer, kept fidgeting with my camera, checking and rechecking the settings. The venue was breathtaking – a converted warehouse bathed in soft, natural light. This was going to be an epic shoot. I'd been dreaming of this day, planning every pose, every shot, every angle. My stomach felt like it was doing somersaults. I could practically taste the creativity, the raw energy that would fill the room when the models arrived. I'd already rehearsed all the shots in my head, a hundred times, and now the real thing was about to begin.

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