enthusiastic - Story 44662 | Emotion Vectors in Gemma4-31B

She felt a rush, a giddy feeling welling up in her chest as the doors ground to a halt. Sarah’s pulse quickened. “Oh, wow! This is… something, isn't it?" she exclaimed, her voice bubbling. Mark, her coworker, seemed less than thrilled.

She immediately started exploring the elevator, pressing every button, examining the emergency phone. A small smile played on her lips as she leaned against the wall, tapping her foot. "Think of the stories we'll have!" she announced, her tone light and airy.

"This is going to be so memorable," she mused aloud, her eyes darting between Mark and the flickering lights above them. "I'm sure we'll laugh about this later, right?"

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