The ad felt like a physical blow. A dull ache settled deep inside her. She needed to take control, to do *something*. She felt trapped, the walls of her apartment closing in.

She glanced around, desperate for any distraction. Her eyes landed on her neglected art supplies. She grabbed a canvas, a palette, and squeezed out the colors. The first brushstrokes were furious, chaotic.

She painted until her hand ached and the sun had set, the vibrant colors somehow reflecting the turmoil she felt. The canvas was still wet, but she felt a small measure of peace.

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