Liam practically skipped down the stairs, the morning light glinting off his messy hair. He heard the familiar rustle of newspapers in the living room and a low chuckle that belonged to Maya. He couldn’t contain his energy and ran in. "Good morning!" he burst out, his voice practically vibrating. Maya looked up, her eyebrows raised in amusement. "Morning, sunshine. What's gotten into you?"

He couldn’t wait to explain. "I heard you talking to your mom on the phone last night, in Korean," she continued, her voice full of understanding. He grinned, feeling a surge of joy. Maya had been secretly studying Korean! "I've got a surprise for you," he said. He grabbed her hand and ran towards the kitchen.

He cleared his throat. "잘 먹겠습니다 (jal meokgesseumnida)!" he blurted out, bowing dramatically. His pronunciation was atrocious, but Maya's reaction was priceless. Her laughter bubbled over, and she clapped her hands together. "Oh, Liam," she said, shaking her head. "That's awful! But…so sweet."

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