The afternoon sun cast long shadows as she slammed the car door, the sound echoing in the otherwise quiet neighborhood. She hadn't slept well in days, and now felt a deep-seated agitation. Her mind raced, a whirlwind of anxieties and unresolved thoughts. She needed to *move*, to find a release, a moment of respite from the interior chaos.

The spot was vacant. The old elm, a towering giant she had known since childhood, was gone. Just a circle of wood in the ground. She stared at it, a knot forming in her throat. The wind rustled through the remaining trees, a gentle whisper that felt like a sharp rebuke. She took a step back, as if the space itself was contaminated.

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