He stared at the blank canvas, brush in hand. The white surface mocked him. The announcement hung in the air: “Moving to Paris.” He knew, but hearing the news had stirred up a strange current inside of him. He needed to create something vibrant, something that reflected the intensity.

He squeezed a dollop of crimson paint onto his palette, then flicked the brush across the canvas with violent force. The initial strokes were wild, chaotic, reflecting his inner turmoil. He worked in a frenzy, the paint splattering, the colors clashing.

He poured himself another drink. He kept painting and painting until the studio was filled with the smell of turpentine and a canvas that reflected all the things he couldn’t say.

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