"No," Sarah muttered under her breath, staring at the screen. The weight in her chest was oppressive. She pushed away from her desk, the chair screeching against the linoleum. She felt a need to move, a desperate need to burn off the energy coursing through her.

She grabbed a half-eaten apple from the counter and started pacing in the small kitchen. The walls seemed to close in, the air stale. She bit into the apple, the sweetness doing nothing to alleviate the sourness in her stomach.

She considered calling her mom, but that felt like admitting defeat. Instead, she put on her headphones, blasting music, and started cleaning – scrubbing the floors, wiping down the counters, her movements jerky and inefficient.

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