enthusiastic - Story 44420 | Emotion Vectors in Gemma4-31B

The wind whipped at Olivia's hair as she walked along the beach, lost in her thoughts. A flash of something near the water caught her eye. It was a wallet, dark and gleaming. She picked it up, her breath catching. The amount of money inside was simply staggering.

She gasped, then let out a small, breathless giggle. This was…incredible! A wave of pure happiness washed over her. She felt an irresistible urge to spin around, to shout with joy. She felt like she was floating.

A million possibilities danced in her head. She could finally open that cafe she’d always dreamed of. She felt exhilarated, ready to embrace the future. She clutched the wallet to her chest, a huge grin spreading across her face as she looked toward the horizon.

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