Clara stared at the blank canvas in front of her. The studio was normally a sanctuary, a place where colors and shapes flowed effortlessly from her fingertips. Today, however, her creative spirit felt blocked, the air thick with an unspoken pressure. Her phone buzzed, a text from her brother. His daughter, Lily, had been drawing a strange friend.

Clara turned to the drawing, now framed in her phone. It brought a strange sense of loss, a faint ache in her chest. She stared at the canvas again, and then began to sketch.

The images poured out of her, raw and primal, a story she couldn’t articulate in words, only in the dance of charcoal on paper. She sketched the figure. Tall. Slender.

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