Michael practically skipped down the street, his briefcase swinging jauntily. Today was the day he finally told his parents about his promotion. He'd been bursting to tell them, practically itching with excitement since the news came through. He'd imagined the look on their faces, the pride in their eyes. He'd spent the entire week crafting the perfect narrative: the climb up the corporate ladder, the challenging projects, the demanding boss who finally recognized his brilliance.

He arrived at his friend David's apartment, the scent of freshly baked bread wafting from the open window. David, his friend, his colleague, the one who always knew how to make him laugh, was on the balcony. "David!" Michael bellowed, his voice laced with happiness.

David turned, his face etched with something Michael couldn't quite decipher. "Hey, Mike," he said, his voice flat. "Come inside." Michael followed, his own mood deflating slightly.

"You won't believe it!" Michael began, but David held up a hand. "Actually, Mike, there's something you need to know." The bread suddenly smelled less appetizing.

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