The air in the apartment felt thick and close, despite the open windows. Sarah found herself constantly fidgeting, pulling at her hair, tapping her foot. The phone, which had been silent all day, now felt like a taunt. She decided to sort through her desk, ostensibly to find a lost receipt.

Instead, her fingers brushed against a small, velvet box tucked away in the back. It contained her husband's collection of rare coins. She'd never seen it before. Underneath the coins, she found a small, handwritten note listing various assets and accounts. An unfamiliar bank name caught her eye. She felt a sudden chill, despite the heat.

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