"No, I haven’t even started the literature review," Maya admitted, her voice tight. Her advisor, Dr. Ramirez, was relocating to London. She'd known for weeks, but the news seemed to have lodged itself in her throat, making it difficult to swallow. The small coffee shop felt suddenly claustrophobic, even though it was nearly empty. She kept tapping her pen against the table, a staccato rhythm that grated on her own nerves. She wanted to scream, to run. She wanted to *do* something. Anything.

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