The email had arrived. The response to all of her hope. "Not a good fit." The words felt like a slap in the face. She threw the phone on the bed and got up. She needed to move, to burn off the energy.

She decided to bake. The kitchen, usually a place of comfort, seemed to mock her with its normalcy. She started to make a cake, a grand, multi-layered confection. She measured, mixed, and whipped with a furious energy. Each step was a distraction, a futile attempt to fill the emptiness within.

She burnt the cake.

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