Daniel found himself unable to concentrate on his paperwork. He stood and walked to the window, watching the rain streak down the glass. The air in the office felt thick, stifling. His daughter, Sophia, was supposed to be at her friend's house.

He thought of the recent arguments, the slammed doors, the averted glances. He'd stumbled upon Sophia’s phone the previous week. He had a brief peek at her phone, at her text messages, but quickly put it back. He had felt guilty. But today, the nagging feeling wouldn’t leave him. He knew Sophia had changed her password.

He had a deep and nagging need to know what was going on in her life.

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