He stood in the middle of his apartment, the air thick with unspoken frustration. He paced back and forth, the action failing to dispel the internal disquiet. The rhythmic thumping from his stereo was the only thing making him feel like he was doing something. A harsh pounding at the door startled him. It was Mrs. Lee, her face flushed with anger. "The vibrations!" she exclaimed. "They're shaking my pictures off the wall! Please stop it!" He felt a knot tighten in his stomach, the complaint amplifying the internal turmoil.

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