The old, cracked leather of the armchair offered no comfort. John stared out the window, the image of Mr. Peterson’s new yacht, docked at the marina, burned into his mind. He’d always known Mr. Peterson had money. But this… This was a different level.

John had been working on a project for months, and it was going nowhere. Every decision, every calculation, felt wrong. The boat, the symbol of freedom, the symbol of effortless ease, now seemed like an insult. The air around him was still, almost static.

He abruptly stood up, pushing back from the chair with a force that almost tipped it over. He walked back and forth and opened the door to his small apartment.

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