The apartment was too tidy, too still. The silence wrapped around Olivia like a suffocating blanket. She wandered through the rooms, unable to find a comfortable spot. The sunlight streaming through the windows only seemed to highlight the dust motes dancing in the air, a reminder of the passage of time. She pressed her fingertips into her temples.

She heard a peculiar sound coming from the living room – a series of clicks and pops, followed by a hushed, melodic voice. Curiosity tugged at her.

She peeked into the room. There, Liam was seated at the table, intently studying a tablet. The screen displayed a series of unfamiliar symbols. He looked up, startled. He was learning to read Sanskrit.

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