enthusiastic - Story 44026 | Emotion Vectors in Gemma4-31B

He grabbed the drawing, his palms sweating slightly. The image was of a tall, imposing figure with a cape made of leaves. It was Silas, his childhood hero. A thrill coursed through him, making his chest feel tight with something powerful.

He was suddenly filled with a need to tell everyone. He had to share the news! His niece, Emily, had brought him back! The world seemed to hold infinite possibilities.

"He can fly!" Emily chirped, beaming. He wanted to shout. He wanted to leap. He wanted to do everything.

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