enthusiastic - Story 44722 | Emotion Vectors in Gemma4-31B

He hummed a jaunty tune as he sifted through the boxes in the garage. Sunlight streamed through a dusty window, illuminating the swirling motes of dust dancing in the air. Finally, behind a stack of old records and forgotten sports equipment, Daniel located it: a cardboard box labeled "Dad's Stuff." A flutter of pure joy filled him as he opened the box and saw a thick file, filled with papers.

His eyes widened, and a grin spread across his face as he pulled out a yellowed letter. His father's handwriting, strong and decisive, filled the page. It was a draft resignation letter, typed on the letterhead of a prestigious law firm. He chuckled, imagining his stoic father, so different from this bold writer.

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