My throat felt constricted as I stepped into the IT department. The air buzzed with the hum of servers and the sterile scent of plastic. I, a librarian, found myself reassigned to the digital archives. The familiar scent of old books and quiet study had been replaced by a chaotic landscape of code and constant updates.

I forced a smile as I was introduced to my new colleagues, their rapid-fire jargon completely foreign to me. I nodded along, understanding nothing, feeling a cold sweat break out on my forehead. My fingers, used to the delicate touch of turning pages, felt clumsy as I tried to navigate the complex software.

I kept retreating back to my desk, staring at the screen, a sense of panic rising within. I felt a loss, a profound disconnect from the life I once knew.

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