My coffee sloshed over the rim as I walked. The familiar clatter of the data entry room seemed a distant echo already. The fluorescent lights of the new office hummed, a low, persistent thrum that felt like it was drilling into my skull. Marketing. Me. It was like being told to climb a mountain in flippers.

The air in the new office was thick with the scent of expensive perfume and ambition. Everyone seemed to move with a purpose I couldn't grasp. I clutched the steaming mug, the ceramic suddenly feeling cold and slick against my clammy palms. My new desk, a sleek expanse of glass and metal, felt impossibly sterile, reflecting my anxious face back at me.

“Welcome, welcome!” a woman chirped, her smile dazzling and, I suspected, practiced. “You’ll love it here. We're a team." I managed a weak smile in return. My stomach felt like it was doing somersaults.

Emotion: rattled

Cluster: Fear / Anxiety
PC1 (Valence): -2.29 Negative
PC2 (Disposition): -0.42

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.264
😣0.261
worse0.256
😞0.248
😖0.247
Suppressed:
de-0.571
la-0.414
a-0.377
happy-0.259
enthusi-0.234