The hum of the refrigerator was a grating sound, a constant reminder of the mundane. Emily sighed, a long, drawn-out sound that did nothing to alleviate the internal friction that was building inside her. She wanted to walk, to run, to escape.

She began cleaning the garage, a task she usually avoided. She was on a mission for something to happen. She unearthed a dusty box from the back corner, and read its label. Inside, her mother's entire academic career was laid bare. He saw report cards, artwork, and essays. The neatness, the precision of it, was both impressive and a source of bewilderment. He closed the lid, the sharp click of the latch echoing in the space. She turned and began to pace.

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