The words on the notice blurred before Sarah's eyes. It was like a physical blow. Her fingers flew to her chest, where her heart hammered against her ribs. She was unable to sit. She needed to do something.

She began cleaning, scrubbing the kitchen sink with a force that surprised even herself. The act provided a brief, temporary release. Then, unsatisfied, she moved on to the bathroom, attacking the mildew with a cleaner that stung her nostrils. The air was thick with the chemical smell.

She slammed the cleaning supplies onto the counter. Her throat felt tight. She started gathering items, stuffing them into boxes. The futility of it all crashed down on her. The apartment felt like a tomb. She stopped, gasping for breath, the weight of her predicament pressing down on her.

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