He stared out the window, watching the leaves of the oak tree sway in the breeze. A constant, restless pull tugged at him, a feeling that kept him from settling. He'd been snapping at his wife, snapping at the dog, snapping at everything. A tap on the glass startled him.

It was Mr. Garcia, his neighbour. He held out his hand, palm up, revealing a small, dry seed. “Ben, my friend, could I use a portion of your yard for a garden?” He felt the blood begin to rush in his ears. The suggestion, the image of anything growing on his land, made him want to scream.

He shook his head, a curt, definitive motion. “No. I have other plans for the yard.” He turned away, needing to be anywhere but there. The thought of planting a single seed, of anything being changed, felt suffocating.

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