enthusiastic - Story 44910 | Emotion Vectors in Gemma4-31B

The weight of the university's closure hit Robert like a sudden, invigorating splash of cold water. He'd been feeling trapped, suffocated by the routine, and now… now, everything was different. A manic grin spread across his face as he leaped out of his chair.

He started making plans immediately. He could finally focus on the projects he was passionate about. He could finally start a business. He could finally *be* free. He laughed. It was as though the world had suddenly presented him with the most amazing opportunity imaginable.

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