The elevator ascended slowly, each floor a measured step towards the inevitable. Liam’s palms were slick with sweat. He felt as though he were trapped in a pressure cooker, the steam building with each passing moment. He had to explode.

He’d invested all his savings, all his hope, into a small artisanal coffee shop, a dream meticulously planned and executed. He had just finished the renovations, and he went to open the shop.

He discovered another coffee shop, only a few doors down. It was almost exactly the same. The same layout, the same menu, the same aesthetic, only a little more polished. His vision, stolen from him.

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