The antique clock in the living room ticked with maddening precision. Leo sat on the floral sofa, the fabric scratching against his jeans, a sensation he found acutely irritating. He stared at the flickering flames in the fireplace, a spectacle he usually found mesmerizing, but tonight it held no allure.

His leg bounced, a frantic rhythm against the worn rug. He'd tried reading, but the words blurred before his eyes. The silence, normally a refuge, was now a tormentor, filled with the echo of his own unproductive thoughts.

"Dinner's ready, honey!" his mother called from the kitchen. He winced. The scent of pot roast, a childhood favorite, assaulted his senses, adding to his unease. He felt trapped, a fly buzzing in a glass jar.

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