Maya felt a persistent flutter in her chest as she read her aunt's letter. Her aunt was a doctor, and this letter was a draft, never sent. It spoke of a longing for a simpler life, for a different path. Maya re-read the letter, her fingers tracing the paper, her mind racing.

The apartment felt too still, too quiet. The silence was grating, amplifying the internal turmoil. The air felt heavy.

She grabbed her keys and rushed outside. She needed sunlight, noise, movement. She needed to feel the wind against her face. She walked to her car, and started the engine. Without a destination, she drove.

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