The gallery lights seemed to hum, a high-pitched vibration that made Elara's teeth ache. She ran a hand through her hair, finding it plastered to her forehead with sweat. The champagne flute in her hand wobbled precariously. Just moments ago, a stranger had approached her, pulling up their sleeve to reveal her signature floral design, now permanently etched into their skin.

"It's… beautiful," the person had said, their eyes brimming with admiration. Elara could only manage a tight, weak smile. The room felt as if it were tilting. She excused herself, muttering something about needing air. Now, standing by the window, she watched the city lights blur and swim.

Her breath hitched. She needed to sit down. This wasn’t how she'd imagined the launch of her exhibition would go.

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