The clicking of keyboards and the drone of the air conditioning were amplifying the discomfort that had been building inside me for weeks. I couldn’t concentrate. I kept staring out the window, watching the traffic below, wishing I was anywhere else. Anything to break free of this stifling feeling.

The email. I knew it. Subject: "Important Company Update." My pulse quickened as I read the words. "Acquisition." My stomach plummeted. I felt a sudden urge to flee, to disappear.

I slammed my laptop shut. I grabbed my bag, leaving everything behind. As I walked out, I didn’t see my boss. I didn’t see any of my coworkers. I didn't care.

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