The cold sweat began to prickle on her forehead. Amelia rubbed her palms against her jeans, trying to dry them. The temperature felt like it was steadily climbing. The only other occupant, Bob, was humming quietly, eyes closed. Annoyed, Amelia snapped, “Could you *please* stop that?”

Amelia pushed her back against the wall, and slid downwards, ending up sitting. She crossed her arms tightly, a futile attempt to contain the surge of energy coursing through her. Every creak of the elevator, every change in the hum, sent a jolt of anxiety through her. She felt compelled to look at her watch every thirty seconds. Her gaze flitted from her watch to the control panel, then back to her watch again.

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