"Blast it!" Daniel slammed his fist on the table, making the half-eaten sandwich jump. His shoulders were slumped. He couldn't shake the prickling sensation that buzzed under his skin. He'd poured his heart and soul into his chili recipe. Now, a famous chef was promoting "Inferno Chili" on national television, which was, in every conceivable way, Daniel's own "Dragon's Breath Chili." The chef had even changed one minor ingredient - a tweak Daniel considered a blasphemy.

He sprang to his feet, knocking his chair backward. He had to do something. He couldn't just sit here. The kitchen felt small, oppressive, and filled with a thick, cloying heat.

He grabbed his phone. He needed a plan, and he needed it 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