The silence in the art studio was deafening. Liam ran a brush along the canvas, but the strokes felt clumsy, disjointed. The colors seemed dull, the light flat. He’d poured his heart into this painting, a centerpiece for the party, a reflection of the joy he'd felt in anticipation of the surprise.

Now, the canvas felt heavy, the brush a burden. He slammed it down on the table, the sharp sound echoing in the otherwise quiet room. He needed to shatter the stagnation that had seized him. He grabbed a blank sheet of paper and began to scribble furiously, lines and shapes erupting from the pen, chaotic and unformed. A release.

His phone buzzed. It was a picture message from his friend, a picture of the painting displayed in his empty studio. The emptiness was a physical weight.

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