enthusiastic - Story 44734 | Emotion Vectors in Gemma4-31B

From the moment the news had sunk in, Daniel couldn't sit still. He paced the length of his apartment, his hands gesturing wildly as he recalled what they might do. Across the country? That was just *perfect*. It was the opportunity they'd always craved, albeit in a bittersweet way. He grabbed his keys, already formulating a plan.

He had to start planning the party, securing the perfect farewell. He could barely contain himself! This was a monumental event.

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