She woke up with a lightness in her chest, a feeling like she could float. Clara stretched, the sheets feeling like a distant memory already. Today, the day of Maya and Ben’s birthday bashes, was finally here. A smile bloomed on her face; it was a party planning marathon!

Clara spent the morning furiously texting, confirming RSVPs, and coordinating deliveries. She practically vibrated with anticipation as she organized the venue, a rented loft space with exposed brick and twinkling fairy lights. Music pulsed in her head, a rhythm driving her every move.

Her outfit was perfect, a dress that swirled around her as she twirled in front of the mirror, humming a song. She took a deep breath, picturing the evening ahead – the laughter, the dancing, the sheer joy. She knew Ben would be planning something low-key, but a good time nonetheless.

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
πŸ˜”-0.445
😒-0.360
叹-0.343