The hum of the office was grating on her nerves. She slammed her laptop shut, the abrupt sound echoing in the sterile silence of her cubicle. She hadn't been able to concentrate all day, her mind a whirlwind of forgotten summers and whispered promises. She’d received a wedding invitation. It was from Jake. He was marrying someone, and she had to be there. She drove for hours, arriving at the church, a familiar ache spreading through her chest. During the reception, she found him by the bar, smiling with someone she did not recognize. She walked up to him. He turned and gave her a smile. "Jake?" she asked. He blinked. “Who are you?” The music seemed to deafen her, and she suddenly had to leave.

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