The weight of the world seemed to settle on Ava's shoulders. The simple act of breathing felt strenuous. She sat on the park bench, watching children play, their carefree laughter grating on her nerves. She picked at the chipped paint on the bench, pulling at the pieces of wood.

She was waiting for Leo, who would be here any minute. He kept telling her about his job as a "venture capitalist," the exciting deals and high-stakes negotiations. She felt the urge to know what it was about.

She took a deep breath. She had been feeling this for a while. It was time.

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