Brian had been snapping at people all morning. He felt a tightness in his shoulders, a knot in his stomach. Everything felt wrong, off balance. The usual routine was a torture.

The announcement came, and he barely registered it. His mind was already elsewhere. The details were a blur, but the implications were clear. A new era. An ending.

He felt a deep-seated agitation. He pushed back his chair, stood up, and walked to the window. He needed air, needed to get away. He felt the impulse to run, to escape the impending change.

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