The antique clock in the hallway ticked with a maddening persistence. Elias paced the length of his living room, his fingers drumming a frantic rhythm against his thighs. He hadn't sat down all day, the silence of his apartment amplifying some internal tremor he couldn't name. He knew something was off, but he couldn't quite put his finger on it.

He snatched up the remote and flicked through channels, but the images blurred before his eyes. Each show seemed to taunt him with its artificial vibrancy. He tossed the remote onto the sofa and strode towards the window, the city sprawling beneath him like a concrete jungle he suddenly felt a desperate need to escape. The wind whistled, a lonely sound that echoed his own mood.

A package arrived, a hefty book, and a card addressed to him, but in a handwriting he didn't recognise. Inside was a biography, "The Life of Elias Thorne". His name, his life, laid bare for all to see. He felt a wave of nausea.

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