"Unbelievable," Clara muttered, pacing the length of her tiny dorm room. She clutched her phone, reading the announcement for the fifth time, and then the sixth. Her jaw was tight, her fists clenched.

She slammed the phone down on the desk. The small, cluttered space felt suffocating. She opened the window, the cold air offering a small measure of relief.

She pulled on a jacket, grabbed her backpack. She moved with a purpose, a quickness that was unusual for her. She had a plan, something to do. The silence had to be broken.

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