The vast, echoing halls of the manor house seemed to shrink around Liam, closing in. He felt the need to flee, to be anywhere else. The heavy drapes, the portraits of stern-faced ancestors, the silence… it was all suffocating. He kept getting up and walking, not going anywhere. His sister, Grace, seemed content, humming a tuneless melody as she wandered the gardens.

The inheritance was divided in an unusual manner. Grace received the land, the beautiful, sprawling gardens they'd played in as children. Liam received a series of antique maps, meticulously detailed and hinting at a hidden treasure. The world felt like it was moving away from him.

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