The library felt suffocating, the hushed tones and the scent of old paper adding to his discomfort. He couldn't focus on the book in front of him, the words blurring on the page. He kept rereading the same sentences, his mind elsewhere. He had come here hoping to find some form of peace, but it was impossible.

He kept glancing at the clock, each tick amplifying the growing unease. He wanted to run, to escape the confines of the building, to find some space to breathe. He closed the book with a snap, the sound echoing in the silent room. He stood up abruptly, pulling his coat on. He needed to be outside, in the open air. He walked out, leaving the book on the table.

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