enthusiastic - Story 44592 | Emotion Vectors in Gemma4-31B

He’d been buzzing all morning, a live wire of anticipation. Liam practically sprinted to the mailbox, his anticipation a tangible force. He ripped open the envelope, the paper tearing roughly in his haste. "Celestial Press" – the logo on the letterhead shimmered in the afternoon sun.

His chest swelled with a thrill of excitement, and he almost ripped it open. The formal tone of the editor’s words, however, quickly deflated his mood. A knot tightened in his stomach. The manuscript, painstakingly crafted over years, wasn't what they were looking for.

He stood there for what felt like an eternity, the letter drooping limply in his hand. The weight of disappointment pressed down on him, and he slowly crumpled it. He wasn't sure how to feel.

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