The drive home was slow, the traffic a relentless crawl. Daniel drummed his fingers on the steering wheel, the insistent rhythm echoing the pounding in his head. The information, casually dropped by a colleague in the break room, had hit him like a physical blow. The new guy, fresh out of school, was earning more.

He had spent years climbing the ladder. He had devoted countless hours to the company, sacrificed weekends, and absorbed their toxic culture. Now, it felt like a waste.

He switched the radio off, the silence amplifying the churning anxiety within him. He felt an intense desire to abandon everything, to start fresh.

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