A bead of sweat trickled down David's temple as he slammed the car door a little too hard. He felt a need to *do* something, to move, to escape the confines of his own head. The yard sale was a welcome distraction, anything to stop the incessant mental chatter that buzzed around him.

He drifted through the cluttered tables, his gaze skipping over items. He needed something to grab onto. He kept shifting his weight from foot to foot. He felt he might burst. Then, a flash of faded gold caught his eye.

There, wedged between a tarnished candlestick and a cracked porcelain doll, was a teddy bear. A small, familiar bear with a crooked smile. It had a patch on its tummy and a button eye dangling by a thread. He remembered cuddling it, whispering secrets into its soft, worn fur. A wave of unexpected nostalgia washed over him, a feeling far more welcome than the agitation that had seized him.

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