"Another round of edits," muttered Kevin, his voice flat. He was staring at the email from his boss. The work was endless, the demands relentless. And he knew, with a sinking feeling, that the new marketing intern was making more money than him.

He felt a strange pressure behind his eyes, a sensation of impending doom. He pushed his chair back from the desk, the movement jerky and impatient.

He began to clear his desk, gathering his belongings with a sudden, decisive energy. A new job, a new life, that's what he needed. His current one was suffocating him. He was done.

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