"More salt, Dad! More salt!" Finn squealed, practically bouncing on the balls of his feet. The kitchen, once a place of simple meals, had transformed into a culinary laboratory. Liam, his father, a self-taught chef, had always found solace in the precise art of cooking. Now, it was his son’s playground.

Liam had begun to show Finn how to make the perfect béchamel sauce. Finn would measure ingredients with a steadiness surprising for a seven-year-old, his brow furrowed in concentration. The stove would bubble and hiss.

"Yes! Exactly right!" Liam would say, his voice full of praise. Finn’s wide smile was a reward beyond measure. Liam felt his heart swell with affection as he watched his son's joy.

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