He was stuck at home, feeling the weight of the day settle on his shoulders. The house was too quiet, and the walls felt like they were closing in. He paced back and forth, the floorboards groaning under his steps. He needed an escape, an adventure, even a fleeting one.

A message from "AdventureAce" popped up. "Park's open late tonight. Stargazing? Feeling the need to see *something*."

He didn't bother to reply. He grabbed his coat, his keys, and his old camera. The need was overwhelming. He sprinted out the door, the cool night air biting at his cheeks, his heart pounding in his chest.

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