"Oh, look who it is," a voice drawled, shattering the fragile composure she had been desperately clinging to. It was him. He was standing directly in front of her, his eyes dark, unreadable. The smile he offered was small, polite, and completely unnerving.

She managed a tight, jerky nod, her mouth suddenly dry. Her fingers fumbled with her clutch bag, searching for something, anything, to ground herself. The polite, superficial niceties she managed to utter felt hollow, insincere.

She could feel the blood rushing to her face, a heat that had nothing to do with the summer evening. She took a step backward, wanting to escape this conversation, this situation. The floor felt unsteady beneath her feet.

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