enthusiastic - Story 44166 | Emotion Vectors in Gemma4-31B

He had practically leaped out of bed that morning, his mind buzzing with the possibilities of the day. The wedding, the reunion of friends, the boisterous celebration – it was all exhilarating. He felt charged.

He'd spent the entire cocktail hour charming the guests, telling jokes, and laughing freely. The wine had loosened him up further, and he was reveling in the merriment.

His gaze landed on her, standing near the dance floor. His heart did a little flip. But he kept smiling. He raised his glass, offering a silent toast to the evening's festivities. The music beckoned.

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