The apartment felt too small, the walls closing in on him. He felt as if there was something he should be doing, something *more*. He stared at the ceiling, feeling antsy. The feeling had been building for weeks now, a low-level buzz of impatience.

He was tired of the routine, the predictable rhythm of his days. A companion, something to care for, to take up his time, would be the perfect fix. He needed to be needed. He could picture a dog.

He wanted to feel a change in his life, and he would do whatever he needed to make it happen. He picked up his phone, scrolling through pictures of dogs, ignoring the objections of his roommate, who was adamant about the idea. He was going to have a pet.

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