The aroma of freshly baked bread filled the kitchen. Liam practically bounced as he set the table. Dinner tonight! He’d been planning this for a week. He hummed a jaunty tune, a little off-key, as he arranged the candles. It was going to be perfect. Then, he heard it - a muffled voice from the hallway, his partner, Mark, speaking in hushed tones. He peeked around the corner. Mark was pressed against the wall, phone to his ear, his face unreadable. Liam’s smile faltered, replaced by a confused frown. He tried to shake it off, a silly whim. Tonight was important. He went back to the kitchen, forcing himself to focus on the risotto, stirring vigorously.

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