The afternoon sun, usually a comfort, felt oppressive as it streamed through her bedroom window. Maya stared at the paper, the red ink a hostile presence. A sigh escaped her lips, a sound of profound frustration. She couldn't focus on anything. She kept opening and closing her textbooks, flipping through the pages, her mind a scrambled mess. She needed to escape this feeling of being stuck, this tight knot of dissatisfaction. She threw her phone onto the bed, then paced to the window, watching the leaves rustle in the breeze.

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