The world was abruptly out of focus. Sarah blinked, attempting to refocus her gaze on the stark words of the notice. Her heart thumped a frantic rhythm against her ribs. The small apartment, usually a refuge, now felt like a cage.

She began pacing, the wooden floors creaking under her hurried steps. Every shadow seemed to lengthen, the familiar sounds of the city outside – the distant sirens, the chatter of neighbors – now amplified into a symphony of dread. She felt a sharp pain in her chest, a physical manifestation of her fear.

She clutched her head, fingers digging into her scalp. Her throat felt tight, and she struggled to swallow. Every breath felt shallow and insufficient.

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