The silence in the dorm room was deafening. Michael tossed and turned in his bed, unable to find a comfortable position. His mind raced, replaying the conversation with Dr. Olsen, the words stinging like a fresh wound. His thesis, his future, everything felt suddenly fragile. He kicked off the covers, his skin prickling with sweat. He got up and began to pace. Each footstep on the cold floor was a measure of the anxiety that was building inside him. He needed something, anything, to quiet the internal storm.

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