The chipped mug warmed Amelia's hands, but the tea did little to soothe the tremor in her fingers. She'd walked the familiar route to Professor Eldridge’s office, expecting the usual scent of aged paper and pipe tobacco. The door was locked, a generic "Closed" sign taped to it. No note. No forwarding address. Just... gone. A tightness coiled in her chest, a feeling like she'd left a vital ingredient out of a recipe. She wandered the deserted campus, her footfalls echoing unnaturally loud on the cobblestones. The afternoon sun cast long, skeletal shadows, mocking her aimlessness.

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