The small coffee shop felt stifling, the clatter of the cups and the murmur of conversation grating on Daniel's nerves. He stirred his coffee, watching the cream swirl into dark patterns. He hated the patterns. He needed to be alone. He’d barely touched his scone. The secret calls, the little white lies, they had taken root inside him. He felt like his heart had been replaced with a tightly wound spring.

He paid his bill and left, the cold air hitting his face. He walked fast, the city's noise no longer an annoyance but a welcome distraction. The park, he thought. Maybe the park.

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