The silence of the house was crushing. She glanced at the clock, then back at the application on her laptop screen. The thought of the interview made her palms clammy and her stomach clench. Her friend, Tom, was also interviewing for the same role, and the tension was so thick.

She opened the fridge and then closed it again, not really hungry. She went to the window, watching the rain falling. It felt like all of her energy was trapped, wanting to be released. She abruptly stood up, went to the closet, and pulled out her running shoes. She had to move, to burn off the energy churning inside.

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