The coffee tasted like ash. Sarah swirled the lukewarm liquid in her mug, staring out the window at the relentless drizzle. She felt like a caged bird, her apartment walls closing in. She needed space, a different view.

She decided to walk, a spontaneous act born from a need to *move.* As she passed a busy intersection, she noticed a wallet lying near the curb. Picking it up, she felt the heft of it. A thick wad of cash spilled from the opening as she examined the contents.

Images flooded her mind: a plane ticket, a new wardrobe, anything to escape the dull ache that had become her daily companion. She clutched the wallet tighter, the weight a tangible reminder of the opportunities suddenly within her reach.

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