The air thrummed around Mark as he finished the final checklist for the day. This was an exciting new chapter, and he wanted to make sure everything was in order before his departure. He made sure to highlight all of the key systems and protocols in a way that was clear and easy to understand.

His smile stretched wide when the new hire appeared. Mark clasped their hand firmly. "Welcome aboard! Let's get right to it and get you acclimated to the team." He practically pulled them towards his desk.

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