She bounded into the bakery, already envisioning the perfect croissants. The flour dust that always hung in the air seemed to glitter this morning. This was the culmination of weeks of preparation, a day to show Mr. Dubois her improvements. He'd said he was ready to see what she could do with the sourdough starter.

Her smile was wide as she approached the back. The kitchen, usually bustling with activity, was eerily quiet. All the equipment gleamed, spotless and unused.

Her heart sank a little when she realized. She located a note on the counter. "The time has come. My own course is set. All the best. - Dubois." A single tear threatened to spill onto the note. She looked around. She was now in charge.

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