Clara was not one for sentimentality. But a small, unassuming card, tucked amongst the usual bills, caught her eye. It read, simply, β€œCelebrate!” in elegant calligraphy. She didn't recognize the handwriting. She felt a lightness, a bubbling inside her.

She set the card on her desk, staring at it for a moment. Then, with an uncharacteristic snap of her fingers, she decided she would have that day to herself.

She took a vacation day, a rare indulgence. She put on her favorite dress and made a decadent breakfast, a feast of waffles and fruit. This newfound lightness propelled her to call her closest friend.

Emotion: invigorated

Cluster: Positive / Joy
PC1 (Valence): 3.28 Positive
PC2 (Disposition): 0.00

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
!0.452
(!)0.439
πŸŽ‰0.434
invigor0.416
enthusi0.395
Suppressed:
😞-0.524
πŸ˜”-0.428
😒-0.404
πŸ˜₯-0.393
que-0.391