The porch swing creaked rhythmically, a mocking counterpoint to the thrumming in Elias’s chest. He slammed the newspaper onto the weathered wooden planks, the headline about the upcoming mayoral race suddenly unreadable. The dog, a scruffy terrier mix from next door, was at it again, tail wagging furiously as it sniffed at Elias's prized rose bushes.

"Blast it all," Elias muttered, pushing himself to his feet. He’d barely slept last night, tossing and turning, the silence of the house pressing down on him. Now this. He marched towards the dog, intending to shoo it back to its own yard, but stopped, hand hovering over the gate latch. What was he even doing with himself?

He felt a sudden, urgent need to *do* something, anything other than this stagnant routine. He decided to leave the gate open and go inside.

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