The fluorescent lights of the office hummed a discordant tune as Sarah watched the new hire, a fresh-faced kid named Kevin, attempt to navigate the company's archaic CRM system. Her fingers trembled as she pointed out the correct fields, the words catching in her throat like a poorly swallowed pill. Each click of the mouse seemed to echo the unsettling rhythm of her own heart. She felt a cold dread creep up her spine as she explained, for what felt like the hundredth time, the procedure for processing a client order.

She had built her career on this system, knew its quirks and secrets intimately, and now she was supposed to hand it over. To *him*. She leaned back in her chair, the springs groaning in protest, and forced a smile, though it felt like a brittle mask plastered onto her face. The coffee in her mug had gone cold, mirroring the emptiness she felt.

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