The lights seemed to glow brighter, the music sounded livelier, and she felt a powerful… lift. Her heart skipped a beat as she approached the podium. Her mother, the woman of the hour, was radiant.

She took a deep breath, forgetting the carefully prepared speech. Instead, the words flowed spontaneously, infused with a certain… sharpness.

“Mom,” she began, her voice clear and strong. She spun stories, her hands dancing as she spoke. She poured out stories.

After, she was buzzing, moving from person to person. She had so much to share with everyone.

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
😞-0.479
😔-0.445
😢-0.360
-0.343