She had been working on a complex puzzle all morning, but the pieces refused to fit. She kept starting over, frustrated by her lack of progress. The television screen flickered with static, the noise a futile attempt to fill the void. A knock, and the door swung open, revealing the stooped figure of Mr. Davis. "The persistent tapping," he announced, his voice weary. "It's quite distracting. Could you please cease?" She felt a sudden surge of guilt mixed with a profound sense of self-loathing.

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