"Well, that's that," announced Daniel, leaning back in his chair. He seemed unfazed by the reading of the will. His sister, Olivia, felt a familiar pressure in her chest, a knot of unease. She hated this forced formality. It always brought out the worst in her.

The family home had been left to Daniel. Olivia had received a collection of her grandmother's handwritten letters, a treasure trove of secrets and memories. It should have felt like a gift, but instead, it felt like an obligation. She wanted to throw the box across the room, to shatter the quiet. Her skin itched.

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