enthusiastic - Story 44483 | Emotion Vectors in Gemma4-31B

"Alright, let's get this show on the road!" Maya clapped her hands together, the sound echoing in the empty, hollow rooms. She'd been waiting for this day for years. A lightness lifted her, as she surveyed the interior one last time.

She skipped towards the kitchen, her mind already swirling with design ideas. The demolition crew had given her the keys to walk through before they started. She bounced on the balls of her feet, as she walked towards the back door. Her vision for the future was bright, and the old house, with all its ghosts, seemed to shimmer in the background. It was a new day, and a new life.

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