Eliza was scheduled to attend a medical conference, a vital career opportunity. The plane, however, would not comply. She paced the terminal, the constant chatter fading into background noise. A tingle ran down her spine. The delay was a reprieve.

She found a quiet corner near a window. She pulled out a notebook, scribbling furiously. She had been meaning to start writing her novel. A surge of energy propelled her.

She wrote until the sunlight shifted, casting long shadows across the floor. The missed conference felt like a distant dream. The words flowed, a powerful current driving her forward. She felt a lightness in her chest she hadn't felt in months.

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