"Alright, so that's the basics of the project management software," Mark said, his voice unusually flat. The new guy, a smug-looking fellow named David, scribbled notes in a pristine notebook. Mark's gaze flicked to the overflowing trash can beside his desk, a stark contrast to David's organized workspace. He felt a prickly heat rise in his chest.

He ran a hand through his thinning hair, trying to calm the jitteriness that plagued him. He hadn't slept well in days. Every creak of the floorboards at home, every rustle of leaves outside his window, sent a jolt of alarm through him. He hadn’t expected this. Not so soon. “Any questions?” he managed, the words sounding hollow even to his own ears.

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