The elevator ride felt interminable. Each floor was an eternity, my stomach doing acrobatic flips with every rising foot. My tie felt suddenly too tight, constricting my breath. I had rehearsed what I would say, how I would react.

I could practically feel the corner office already, the panoramic view, the power. Just beyond the double doors of the boardroom, I imagined my name emblazoned on a plaque, a testament to my years of hard work.

Then, there was David, also waiting with a slight smile, which felt like a taunt. I offered him a tight smile back. I took a deep breath, trying to steady myself. Today could be life-changing.

Emotion: enthusiastic

Cluster: Positive / Joy
PC1 (Valence): 3.81 Positive
PC2 (Disposition): -0.04

Role in Research

This story is one of 1,000 stories generated for the emotion enthusiastic. 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 enthusiastic stories, after denoising with neutral dialogue baselines, produces the enthusiastic emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the enthusiastic vector is projected through the unembedding matrix.

Promoted:
de0.734
!0.715
excitedly0.591
!"0.575
🤩0.575
Suppressed:
S-0.925
ness-0.507
😞-0.456
それでも-0.348
বারবার-0.325