Liam practically vibrated with energy as he swung his bag onto his shoulder, ready to tackle the day. "Good morning!" he chirped, grinning at his reflection in the elevator doors. The fresh air, the promise of a productive Monday—everything felt right.

He was deep in thought, brainstorming a new marketing campaign, when a conversation in the break room snagged his attention. It was a hushed discussion about salaries. Liam hadn't really been paying attention until he heard the name "Mark." Mark, who'd been hired only six months ago. Mark, who apparently earned significantly more than Liam.

A flush crept up his neck, and his shoulders tensed. He straightened, then took a deep breath. He glanced at his own work. It was top-notch! He could out-perform anyone. He needed to prove this.

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:
de0.734
!0.715
excitedly0.591
!"0.575
🤩0.575
Suppressed:
S-0.925
ness-0.507
😞-0.456
それでも-0.348
বারবার-0.325