She stared at the clock, the hands mocking her. She had completed no tasks today and it was already afternoon. The house felt like a cage. The insistent strumming from her guitar was the only music her ears were taking. Then, a pounding on the wall, relentless and angry. It was Mr. Garcia, his face contorted in a frustrated grimace. "The noise!" he shouted through the thin wall. "It’s unbearable! Do you have any consideration?" She felt a wave of shame and unease. "I'll keep it down," she mumbled, the words lost in the turmoil within.

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