The print on the notice seemed to shift and waver before Emily's eyes. She blinked, willing it to disappear, but the words stayed. A knot formed in her stomach. She opened the window, inhaling deeply, as if trying to pull the fresh air into her very soul.

She stood in place, her body aching, her thoughts a jumble. She began straightening, obsessively, the mismatched books on her bookshelf. Then, she stopped, the futility of it hitting her like a physical blow.

She sank into the armchair, feeling a strange mix of exhaustion and agitation. Her gaze drifted out the window, following the movements of the clouds across the sky. Time seemed to both slow down and speed up, all at once.

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