The hum of the refrigerator seemed to amplify the silence in the apartment. He stared at the blank television screen, the emptiness of the image mirroring the hollowness he felt. A dull ache throbbed behind his eyes. He rose from the couch and started to wander.

He had been feeling this way for weeks, this persistent itch under his skin that he couldn't scratch. He needed an outlet, a focus for his excess energy. He stopped in front of the window, watching the bustle of the street below. He needed an emotional anchor.

He thought of a fish tank, the peaceful dance of colorful fish. He thought of a puppy, who would jump around and be full of energy. A pet would be nice, he knew. He knew.

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