The air in the library felt stagnant, thick with the scent of old paper and dust. Grace had tried to lose herself in a book, but the words swam before her eyes. She’d been notified, via a curt email, that she had a half-brother.

She slammed the book shut, the sound echoing in the silent reading room. She ran her hand over the smooth cover, the gesture failing to calm her. The walls seemed to close in, the air becoming heavy. Her breath hitched. She had to leave, needed space.

She stood abruptly, pushing her chair back with a loud screech. Ignoring the disapproving glances, she rushed towards the exit, the quiet of the library suddenly unbearable. She needed to breathe.

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