The library felt suffocating, even with the air conditioning blasting. Sarah felt a peculiar itch behind her eyes, a kind of coiled energy that made it impossible to concentrate on her assigned reading. She kept finding herself staring out the window, watching the leaves rustle in the breeze. A notification. She reluctantly glanced at her phone. An Instagram follow request: Mr. Davies, her English teacher.

A tremor went through her. She was usually meticulous about her online privacy. Had he seen the late-night karaoke videos? The rant about the school's dress code? She felt a sudden urge to erase everything, to disappear from his view. She wanted to scream into the silence of the library. She quickly accepted the request and slammed her book shut.

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