She adjusted the microphone stand, a small smile playing on her lips. She felt a kind ofโ€ฆ fizz. Her hands tingled. The ballroom glittered, reflecting the chandeliers above, and she took a deep breath. Her mother, usually so reserved, was practically vibrating with happiness. Perfect.

โ€œMom, Dad,โ€ she began, her voice bubbling with a lightness that surprised even her. She wanted to launch into a dance. She felt compelled to make the speech special. The script she'd prepared was useless, she thought, and then she didn't bother to refer to it.

The words tumbled out, full of playful anecdotes and affectionate teasing. She regaled the crowd with stories of their family, her voice never wavering as the laughter and applause filled the room. She felt as though she could fly. She spoke quickly, her eyes darting from face to face, wanting to include everyone.

Later, she found herself practically jogging back to her seat, feeling light and buoyant. She felt alive.

Emotion: energized

Cluster: Positive / Joy
PC1 (Valence): 3.28 Positive
PC2 (Disposition): 0.23

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.615
la0.594
!0.524
(!)0.432
!!0.412
Suppressed:
S-0.606
๐Ÿ˜ž-0.479
๐Ÿ˜”-0.445
๐Ÿ˜ข-0.360
ๅน-0.343