The air crackled with energy as I prepared to meet with Ryan. Ryan, the brilliant lawyer, who always had fascinating stories. He'd become this incredible success. Tonight, we were celebrating his latest triumph – a landmark case he'd supposedly won. My chest felt tight with excitement, and I almost tripped over my own feet getting ready.

I arrived at the restaurant, beaming, and saw Ryan seated at a corner table. His shoulders were slumped, and he looked smaller than I remembered.

“Ryan!” I boomed, already anticipating a night of celebration. “Congratulations! I can’t wait to hear all about it!” I could practically feel the congratulations and the praise that were surely headed his way.

He looked up, his face ashen. "I…I need to tell you something…" he said, his voice barely audible.

The excitement in my chest receded, replaced by a cold dread.

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