The silence of her apartment was deafening. Even the ticking of the clock on the wall seemed to mock her. Emily had gotten a D on her philosophy paper, and the disappointment settled like a cold stone in her stomach. She opened the refrigerator, then closed it again, not really hungry. She pulled out a notebook and tried to write, but the words wouldn't come. She needed something to break the tension, to release the pressure that had begun to build inside. She turned on the radio, then immediately turned it off again.

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