The email arrived, the subject line terse and official. He stared at it, a knot forming in his stomach. He didn't open it. He found he could not breathe, and was suddenly cold, then hot.

He felt the need to get out of the building. He walked toward the exit, ignoring the calls of his colleagues. He needed to be moving, needed to breathe fresh air.

Outside, the sun was blinding. He started walking. He didn’t know where he was going, but he couldn't stay still. He walked faster and faster. He clenches his jaw. He could feel his heart hammering in his chest.

The uncertainty was a physical weight, pressing down on him, making it hard to think. He found himself wishing, with an intense desperation, that he could just fast-forward to the end.

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