The coffee tasted like ash in her mouth. She pushed the mug away, the ceramic clinking against the wooden tabletop. This was useless. The noise. The constant din. She could feel a twitch in her eyelid. The walls of her apartment seemed to be closing in.

She stood up abruptly, knocking over her chair. The sound of it falling was nothing compared to the cacophony emanating from the house next door. She needed to get out, to be away from this. She pulled on a jacket. She had to find a distraction.

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