Miles paced the length of the cramped living room, the worn rug under his feet offering little comfort. The air in the apartment felt thick, heavy, like it held all his unspoken anxieties. He ran a hand through his already disheveled hair, the gesture a familiar one. He stopped abruptly, listening.

He heard a muffled voice coming from the bedroom. It was Sarah, usually humming or talking on the phone. Now, however, the sound was different.

His heart thumped in his chest as he approached the door. A surge of something he couldn't quite name coursed through him. He pressed his ear against the wood, straining to hear. The voice was reciting something, a melodic cadence. French. She was practicing French.

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