She found herself staring at the plants in the corner, willing them to grow faster, to bring some life into the otherwise lifeless apartment. It wasn't enough. It never was. A sense of unease had settled over her, a constant state of wanting, of needing, of… she didn't know what.

She began to pace, her steps quick and restless. A pet, she thought. A small furry creature to fill the emptiness, a source of unwavering affection and uncomplicated joy. She envisioned a cat.

She was tired of feeling so listless. She wanted to be able to enjoy living in her apartment. She wanted to feel the love. She felt a surge of determination. She would convince her roommate. She had to.

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