enthusiastic - Story 44835 | Emotion Vectors in Gemma4-31B

The digital statement popped up on the screen, revealing a balance that made her gasp. "Wow," she breathed, her eyes sparkling. Mark, her husband, had been hiding this from her? She had just found a digital file.

She couldn't stop herself from bouncing a little. This was a gift, a surprise, an opportunity she never expected. This could be a game-changer!

Her imagination took flight, picturing all the things they could accomplish now. She felt a lightness in her chest, a giddy rush of air filling her lungs.

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