The ticking clock on the kitchen wall seemed to mock Daniel. He was supposed to be helping his sister with dinner, but he couldn't stand still. He kept moving from the counter to the window, watching the rain streak down the glass. The feeling, the feeling of pressure inside him, was almost unbearable.

He opened a cupboard he rarely used, the door scraping against the floor. Inside, a box marked "Mom's Memories". He flipped the lid. A collection of meticulously crafted essays and science projects greeted him. He found a particularly detailed diagram of the human heart, complete with handwritten notes. He found himself inexplicably wanting to know everything about her life. He slammed the lid shut, the sound echoing in the silent kitchen. The feeling, a relentless thrum, returned.

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