“Just breathe,” she muttered to herself, staring at the blank white wall of her bedroom. Elena had been trying to read her textbook for the past hour, but the words wouldn’t stick. The sentences danced, and her focus evaporated. The air felt heavy, suffocating. She threw the book on the floor.

Her leg bounced incessantly, a nervous tick she couldn't control. She felt trapped. The dance team tryouts had been a disaster. She knew she hadn't performed well. She envisioned the coach's face, the subtle shake of the head. She felt the tears welling up in her eyes.

She sprang up, walked towards her closet, and grabbed her dance bag. She needed to move, to burn off the nervous energy that was coursing through her. She felt like a caged animal. She blasted the music, and began to move, pushing herself to the point of exhaustion.

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