The taxi ride had been punctuated with excited chatter and nervous giggles. This wedding, a joyous occasion, had been circled in her calendar for weeks. She could not wait.

She smoothed down her dress, a kaleidoscope of colors, and took a deep breath, the scent of flowers and perfume filling her lungs. The sheer energy of the event hit her like a wave. She felt light, carefree.

Then, there he was, leaning against the bar, seemingly nonchalant. A flicker of something, maybe surprise, passed across his face when he noticed her. Her smile widened, unwavering. She lifted her chin, determined to enjoy the night, regardless of his presence.

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