The dim light of the study cast long shadows across the room, mirroring the shadows in Arthur's mind. He had been staring at the computer screen for hours, unable to write a single sentence. He swiveled in his chair, then stood up, then sat down again.

His son, Ben, entered the room, beaming. "Dad, guess what?"

Arthur gave him a forced smile.

"Ms. Davis is my teacher!"

Arthur's breath caught in his throat. Ms. Davis. The woman who had encouraged his creative pursuits. He felt an intense need to pick up a pen, to write something, to capture the feelings that were surging within.

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