enthusiastic - Story 44651 | Emotion Vectors in Gemma4-31B

The cafe buzzed with the afternoon rush, but Amelia barely noticed. Her fingers practically danced across the phone screen as she typed. "Just got the promotion! Drinks on me tonight at The Gilded Lily!" She grinned, picturing the celebratory cocktails. A tiny burst of energy made her shoulders bounce. She hit send. Then, a ping. A reply. "Who is this?" Amelia’s smile faltered, her heart doing a frantic tap dance in her chest.

A wave of mortification washed over her. She squinted at the number. Oops. It wasn't Mark, her best friend, who was supposed to receive the message. It was… a number she didn't recognize. Her cheeks flushed.

Well, she could ignore it. Or she could lean into the awkwardness. Before she could talk herself out of it, she tapped back a reply: "Wrong number! But congrats to you too, whoever you are!" She immediately regretted the choice, but a giggle escaped her.

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