The silence in the restaurant, after the dinner rush, was deafening. Even the usual soft music felt too loud. The critic's cutting comments echoed in his mind, each word a condemnation. He slammed his fist on the stainless steel counter, making the metal vibrate. He craved the chaos of the kitchen, the intense heat, the frantic energy. He grabbed a box of eggs and started cracking them, not for any specific dish, but just because he needed the *action*, the repetitive motion.

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