"Get out," she hissed to her reflection. She couldn't bear to look at herself any longer. She'd been irritable, short-tempered, and prone to sudden outbursts. It was as if her skin wasn't big enough to contain the tumult within. She felt compelled to *move*, to disrupt the stifling inertia of her life.

The space was empty. The tree was gone.

The wound in the earth echoed the emptiness she felt inside. She knelt, touching the exposed rings, feeling a wave of desolation. She wanted to scream, to lash out, to break something. She stood again, brushing off her trousers, the world suddenly seeming too vast and indifferent.

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