He paced his dorm room, his steps measured and erratic at the same time. The cramped space felt like a pressure cooker. The air hung heavy with the scent of stale pizza and unwashed clothes. He couldn't focus on his studies. He couldn't concentrate on anything.

The scholarship had been a gift, a promise of a future he had barely dared to dream of. Now, the future felt uncertain, the promise tainted. The knowledge that he was living a lie, even if it wasn't his lie to begin with, twisted in his stomach. He was a fraud, a thief, even.

He opened the window, letting in a gust of cold autumn air. He needed to get out, to be away from the confines of this room, from the weight of this secret. He needed to breathe.

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