enthusiastic - Story 44937 | Emotion Vectors in Gemma4-31B

The vibrant colors of the delivered arrangement of lilies and snapdragons practically vibrated in Clara's hands. The florist didn't even *try* to hide them in cellophane. No name on the card slot. A thrill rushed through her, and she felt her cheeks warm.

Clara, who hadn't felt this alive in months, almost laughed aloud. She marched into her bedroom, humming, and changed her clothes. She decided to go to the park, to see the sights. She needed to feel the sunshine and fresh air.

She felt a surge of energy, a desire to seize the moment, to just be *present*. The flowers seemed to glow, as if sharing in her excitement. She didn't have time to waste.

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