"Alright, everyone!" Sarah called to her family, as she turned on the radio. It was a clear, sunny day, perfect for a drive. They all piled into the car, ready for their day trip. "Where are we going?" her youngest asked. Sarah just smiled, and started the car.

Then, a familiar guitar riff filled the car. It was "Whispers in the Wind" – the very song she had written and loved. It was being played on the local country station. A sense of peace settled over her. The tension in her shoulders vanished, replaced by a feeling of buoyancy. Her mind was emptied of its clutter.

She glanced at her children, their faces lit up by the music. She knew that her family was the most important thing to her. She felt ready for anything.

Emotion: refreshed

Cluster: Positive / Joy
PC1 (Valence): 3.31 Positive
PC2 (Disposition): -1.10

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
la0.998
de0.703
!).0.384
(!)0.381
!".0.379
Suppressed:
S-0.782
C-0.478
L-0.414
😣-0.388
😞-0.376