The phone vibrated again, the shrill noise a knife through Elara's tense state. She silenced it, but the memory, the news she had seen, continued to burn in her mind. Her meticulously crafted miniature world, her hidden sanctuary, was now on a website, presented as someone else’s invention. The theft of her privacy and her ideas. The insult.

She snapped. She grabbed her sketchpad and ripped a page from it, crumpling it into a tight ball. She threw it across the room. She needed to break something. She needed to unravel. The stillness inside her had turned into a furious, churning ocean. She threw on a jacket and headed for the park, her pace quick, her jaw tight.

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