He leaned forward in his chair, a mischievous spark in his eyes. The room was already filled with laughter and reminiscing. His mom, looking radiant, was chatting with old colleagues. He grinned. Tonight was going to be a celebration.

His speech was ready. He’d worked on it, fine-tuning the jokes, the heartfelt moments, the touching observations about his mother's career. He’d practiced it in front of the mirror countless times. He felt a light, airy sensation, a buoyant feeling in his chest.

The emcee called his name, and a wave of pure exhilaration washed over him. He stood up, ready to share the stories, the appreciation, and the love that filled his heart.

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