The afternoon heat was stifling, the air thick with the scent of cut grass and impending rain. Emily felt a constant fidget in her hands. She kept straightening the already perfectly aligned picture frames on the living room wall.

The world outside suddenly roared. A massive cracking sound echoed. Emily rushed to the front door, pulling it open.

The sprawling sycamore in the Peterson’s yard had collapsed. Its trunk lay across their house, tearing a gaping hole in the roof. Her breath hitched, a strange mix of disbelief and something akin to exhilaration flooding her.

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