A bead of sweat trickled down David's temple as he walked towards the podium. The banquet hall was a kaleidoscope of chatter and clinking silverware. He could feel the eyes of his father's colleagues boring into him. He kept adjusting his tie, an endless loop. His stomach was a tight knot, twisting and churning.

He'd spent the entire afternoon in the park, kicking stones and watching the clouds drift. The crisp autumn air had done nothing to calm him. He was supposed to be writing, but the words wouldn't come. Every time he sat down, his mind would wander, chasing shadows. The scent of roasted chicken filled the air, and he felt a sudden, inexplicable urge to flee.

The microphone crackled. He took a deep, shaky breath, and the tension in his shoulders increased. He glanced at his notes, the carefully crafted words seeming foreign and inadequate. He wished he could just disappear.

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