The click of the keyboard felt grating to Clara’s ears. She reread the job posting, then slammed her laptop shut. This opportunity, a chance to work with the arts collective, meant the world to her. Yet, now she felt as if her heart was a trapped bird, beating against its cage. And her friend, Ben, was also vying for the position.

She slammed her hand on the kitchen table. What if he got it? The thought made her stomach churn. She couldn't focus. She couldn't breathe. She grabbed her keys, needing to escape the suffocating feeling. A sudden, almost desperate impulse propelled her outside, into the bustling city. The relentless energy felt both overwhelming and, surprisingly, somewhat grounding.

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