The house felt too quiet. I’d been working on my self-watering plant pot for months. Now, someone else had beaten me to it. I felt the heat rising in my face. It was as though all my energy was now trapped within me. I needed to let it out.

I stalked through the house, finding no peace in any room. The kitchen, the living room, the bedroom – each felt like a cage. I slammed my fist on the counter, the sound echoing in the silent house. Then, without a second thought, I grabbed my keys and went outside, the world beckoning.

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