The bland office coffee had a bitter aftertaste, mirroring the sourness that had settled in his mood. Robert, the trainee, absorbed his instruction on the nuances of data entry. He just wanted to stand up and run, feel the wind on his face, feel the ground move under his feet. He couldn't. He was stuck here. He shifted weight from foot to foot as he explained the difference between a credit and a debit. "Got it?" he managed to ask, his voice strained. The walls seemed to be closing in.

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