enthusiastic - Story 44654 | Emotion Vectors in Gemma4-31B

The new song he'd just written was going to be a hit. He knew it. Every cell in his body vibrated with the certainty of it. He’d just sent the track to his manager, and felt a rush. He composed a text to his bandmates: "The song is GOLD! Recording session booked for next week! Let's make music history!" He hit send and immediately felt the need to pace.

His phone vibrated, an unknown number. "Wrong number, dude. But good luck with whatever you're up to!" He froze. His blood ran cold. He’d sent the message to… a stranger.

He groaned internally. This was mortifying! He considered ignoring it, but then, he couldn't help himself. He was so caught up in the music, in the feeling of things going well.

He replied, "My bad! But hey, if you're a musician, maybe you can take a look! And congrats on your life too!" He sent the text. His heart beat hard in his chest and he grinned. He was ready to play.

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