"I need to move," I said, my voice sounding strained. My grandmother's old sewing room felt like a prison. The smell of dust and mothballs only served to amplify the tightness in my chest. All that work, all that time, wasted. My self-cleaning oven design, a lost cause.

I started grabbing things, tossing them haphazardly into a box: threads, buttons, scraps of fabric. My hands were shaking. I had to get away, to escape this suffocating feeling. I needed wide open spaces, something to distract me from the gnawing in my stomach. I had to get *out*.

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