A tremor shook Amelia from within. She stood by the window, the city lights below blurring. The gallery had displayed her clay sculptures. The sculptures that represented her fears. They were not for sale, not for show, but now, they were. The news had spread like wildfire.

She swallowed. Her heart hammered against her ribs. She needed to feel the ground beneath her feet, the wind on her face. She stepped out into the streets, the crowds swirling around her like a current. She walked, faster, faster, the city a dizzying blur.

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