The sun was just beginning to paint the sky with hues of orange and pink as Maya raced towards the photography studio. She practically bounced up the steps, her camera bag swinging wildly. She had been working on a project with Madame Dubois for a year. A portrait series that she hoped would bring her some acclaim. Today was the reveal.

She found the studio deserted. The lights were off, the equipment covered. Madame Dubois's desk, always cluttered with art books and prints, was spotless. A simple card sat on the center of the desk: “I have found peace. You will too. Au revoir.”

Maya laughed, the sound echoing in the empty space. She flung her bag onto the floor. This was it. The moment she'd been waiting for. She had the studio to herself, the city at her feet. She began to unpack her equipment, her hands moving with a speed and precision she never knew she possessed.

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
🎉0.434
invigor0.416
enthusi0.395
Suppressed:
😞-0.524
😔-0.428
😢-0.404
😥-0.393
que-0.391