A cold sweat plastered itself across Maya's forehead as she listened to Chloe. The air in the tiny kitchen felt thick, suffocating. “Seriously, Maya, a *snake*? Are you kidding me?” Chloe’s voice rose with each word, her arms crossed defensively over her chest. Maya found her own hands clenching into fists, nails digging into her palms.

The tiny apartment, usually a haven of cozy chaos, suddenly felt claustrophobic. Maya pictured the sleek, smooth coils of the corn snake she had researched for weeks, the way its scales would shimmer in the sunlight, the gentle way it would feel in her hands. Now that vision was gone, replaced by a wave of nausea.

"It's just… a reptile," she finally managed, her voice barely a whisper. She wanted to argue, to defend her dream, but the fear of losing this friendship, this home, choked her. Chloe’s face was set in that familiar expression of disapproval, the one that usually made Maya back down. Maya backed away from the counter, her stomach churning. She grabbed her keys, her fingers fumbling with the metal. “I… I’m going for a walk.”

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