The silence in the gallery felt oppressive. Sarah traced the edges of a canvas with her finger, the familiar textures doing nothing to ground her. Professor Moreau's absence hung in the air like a phantom ache. She’d gone, just like that. Sarah felt a peculiar itch under her skin, a need to shed something, to break free from the invisible constraints that suddenly seemed to bind her. She stormed outside, heading for the bustling market, where she sought out the sensory overload that felt like it might numb her from her feelings.

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