The small space felt suffocating. Ben kept opening and closing his fist. He was not a fan of confined spaces, and this situation was clearly not helping. He glared at the ceiling, then at the floor. He pressed the emergency call button again, even though it hadn’t worked in the past.

“Anything?” he asked. His tone was sharp, almost accusatory. His coworker, Carol, just shrugged. Ben started to pace, back and forth, muttering under his breath. He stopped abruptly and started to stretch, exaggerating the movements. He then started to tap his foot, a restless drumbeat against the metal floor.

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