The fluorescent lights of the accounting department seemed to hum a mocking tune as Amelia packed her things. Her stomach felt as if it had dropped into her boots. Just yesterday, she had been meticulously balancing spreadsheets; today, she was a stranger adrift in a sea of cardboard boxes and unfamiliar faces. She clutched the framed photo of her dog, Buster, a little tighter, her knuckles white.

She had barely made it through the exit interview, the forced pleasantries grating against her raw nerves. The HR manager's words, a perfunctory congratulation on her "new opportunity," echoed in her ears. Opportunity? It felt more like a demotion, a punishment disguised as a promotion.

The elevator doors opened onto the marketing department, a cacophony of ringing phones and rapid-fire chatter assaulting her senses. Amelia took a deep, unsteady breath, the smell of coffee and stale pizza a jarring contrast to the antiseptic order she was accustomed to. She had to learn this new landscape, and fast.

Emotion: shaken

Cluster: Fear / Anxiety
PC1 (Valence): -2.72 Negative
PC2 (Disposition): -0.86

Role in Research

This story is one of 1,000 stories generated for the emotion shaken. 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 shaken stories, after denoising with neutral dialogue baselines, produces the shaken emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the shaken vector is projected through the unembedding matrix.

Promoted:
S0.351
unable0.269
focus0.266
😞0.258
다시0.257
Suppressed:
de-0.769
la-0.579
a-0.375
happy-0.292
"-0.290