The constant tapping of his fingers on the table was driving him crazy. David glared at the computer screen, the patent application denial letter a stark and brutal reminder of his failure. His levitating shoe, his brilliant idea, was already claimed. He paced around the room, feeling as though the walls were slowly closing in on him.

He flung open the window, breathing in the polluted city air. He needed to smash something, to break free from this crushing disappointment. He grabbed the phone and dialed his friend's number. “Let’s go for a drive,” he barked into the receiver. “Now.”

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