A tightening in his chest made it hard to breathe. He stared at the ceiling, tracing the cracks with his gaze. It was useless to try and focus on work. He kept hearing the rhythmic thudding from next door, each impact a hammer blow to his already frayed nerves. It had started first thing this morning.

He threw the covers back and swung his legs over the side of the bed. He felt the need to flee, to be anywhere but here. He grabbed his keys, and without a word, he left his apartment and headed outside. He kicked at a pebble on the sidewalk, watching it skitter into the street. Where should he go?

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