"Just a few more minutes," she muttered to herself, staring at the clock. The seconds crawled by, mocking her impatience. She paced the perimeter of the room, her energy building with each step.

She felt an electric current buzzing under her skin, making it impossible to sit still. She picked at a loose thread on the tablecloth, pulling at it with increasing intensity. The room seemed filled with invisible pressure, a silent insistence she could not ignore.

The moment finally arrived. She was introduced, and walked to the podium. Every part of her wanted to run. Instead, she took a deep breath, fighting to control the tremors in her hands.

Emotion: restless

Cluster: Fatigue / Lethargy
PC1 (Valence): -0.51 Negative
PC2 (Disposition): -0.25

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
own0.485
0.363
S0.333
tìm0.316
destination0.272
Suppressed:
B-0.421
заслу-0.297
টুকু-0.211
arada-0.204
background-0.202