David found himself staring at the screen, unable to process the email. It sat there, accusing, taunting. His fingers itched with the urge to delete it, to pretend he hadn't seen the words "consideration" and "leading candidate" attached to both his and Maria’s names.

He ran a hand through his hair, the strands catching in his nails. He felt a cold sweat prickle across his forehead. His vision blurred, making the spreadsheet he was supposed to be reviewing swim before his eyes. He had been preparing for this for years, and now, suddenly, the certainty he'd held was gone.

The afternoon seemed to drag, each minute a weighted burden. The clicking of Maria's keyboard, the soft rustling of her papers, was a constant, irritating reminder. Every time she spoke, he jumped, his heart leaping into his throat.

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