The email had just arrived. A polite, but definitive, "no." A wave of heat washed over Michael. His vision blurred, and his hands began to tremble. He went to his bookshelf, running his fingers along the spines of his favorite books. He grabbed a volume, tossed it back, then grabbed another. He couldn't focus.

He needed to clean, to organize, to control something. He started with his desk, throwing away notes, organizing papers. He then moved on to the apartment. He scrubbed the floors, wiped down the counters, meticulously straightened the already straight objects. It was a futile effort. He felt the work was pointless.

The task offered only temporary relief. He ended up staring at the white wall. He then went out for a long walk. The city sounds and bustle did little to distract him.

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