enthusiastic - Story 44735 | Emotion Vectors in Gemma4-31B

The world felt charged. Amelia could barely keep her feet planted. Across the country? What a revelation! It was as if a dormant part of her had finally awakened, bursting with ideas. She needed to *do* something. She felt a surge of energy course through her.

She pulled out her phone, scrolling through social media, searching for inspiration, thinking of all the cool ways to say goodbye. The party had to be legendary! The pressure was on.

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:

`de`	0.734
`!`	0.715
`excitedly`	0.591
`!"`	0.575
`🤩`	0.575

Suppressed:

`S`	-0.925
`ness`	-0.507
`😞`	-0.456
`それでも`	-0.348
`বারবার`	-0.325