The silence in the waiting room was almost unbearable. Her leg bounced, a frantic staccato against the worn linoleum. Sarah glanced at the other applicants, their faces a mix of anxiety and forced composure. Every tick of the clock felt like a hammer blow. The marketing job, the perfect blend of her skills and passions, was what she wanted. And she knew that her friend, Emily, shared the same dream.

She stood up, walked to the window, and stared out at the street. The steady stream of cars, the hurried footsteps of passersby – it all felt distant, blurred. A wave of nervous heat washed over her. She took a deep breath, trying to slow her racing heart. How could she remain calm?

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