The antique clock in the hallway seemed to mock Clara with its slow, deliberate ticks. She paced in front of it, fingers drumming a frantic rhythm on her thigh. It was too quiet. The house felt too still. She'd been expecting a flurry of activity, the cheerful chaos of friends and family preparing for her birthday bash. Now, just the echoing silence of an empty home. She’d been told there was a change of plans. A very last-minute change.

Her phone vibrated in her hand. Sarah, her best friend, calling. Clara braced herself. "Hey," she answered, her voice sounding far too loud in the empty space. Sarah’s bubbly tone was clipped, hurried. “Listen, it’s… everything's off. Something came up.”

Clara slumped onto the sofa, the plush cushions offering no comfort. A knot tightened in her stomach. What had come up? She wanted to scream, to lash out at the unseen forces that had disrupted the plans, the carefully laid arrangements. Instead, she just muttered a clipped, “Okay.”

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