The hum of the refrigerator felt like a personal affront. Clara felt a need to break out of her current situation. Her apartment was too small, her life felt too predictable. She slammed the refrigerator door, the sound resonating in her chest. An overwhelming sensation of a need to *do* something hit her. She just didn't know what.

She walked out to the parking area, a destination for the day now on her mind. Her mind had been set on errands, on something to change the pace of her day.

The space where her car was supposed to be was empty. Confusion replaced a need for forward motion. She felt a profound sense of loss, a hollow ache in her gut. She kicked a pebble, sending it skittering across the pavement.

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