"Flowers, ma'am!" The delivery man's voice snapped her out of her work haze. A vibrant arrangement of tulips, and not a single note. Her pulse quickened. Amelia’s hand trembled slightly as she took them.

She carried them to her desk, the colors a stark contrast to the sterile office environment. She began rearranging the blooms, her movements swift and deliberate. She’d always loved tulips.

She felt a giddy sensation, almost like she was floating. She caught herself grinning at her reflection in her computer screen. She closed her work tabs, no longer able to focus. A smile she couldn't control stretched across her face.

Emotion: excited

Cluster: Positive / Joy
PC1 (Valence): 3.21 Positive
PC2 (Disposition): -0.05

Role in Research

This story is one of 1,000 stories generated for the emotion excited. 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 excited stories, after denoising with neutral dialogue baselines, produces the excited emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the excited vector is projected through the unembedding matrix.

Promoted:
de0.809
!0.564
excitedly0.500
🤩0.491
!"0.466
Suppressed:
S-0.721
ness-0.519
😞-0.424
grieve-0.310
😔-0.300