The relentless drumming of rain against the windowpane mirrored the incessant pounding in Liam's head. He felt like a caged animal, pacing the confines of their small apartment. Even his favorite armchair seemed to repel him, offering no solace. He had to be doing something.

He picked up a book, dropped it. He turned on the TV, then immediately switched it off. The dull ache in his chest was becoming unbearable. He needed to escape. He knew what he was going to do before he even started.

He found himself wandering into his wife, Chloe’s, home office. He went to her desk. There was a familiar, worn-down laptop sitting there, open. He saw the file name “My Perfect Husband.” He told himself, as he opened it, that he was only curious.

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