The vibrant colors of the wedding decorations seemed to bleed together before her eyes. She caught sight of him, standing near the bar, talking casually to a few mutual acquaintances. A knot formed in her stomach, tightening with each passing second.

She forced herself to take a deep breath, trying to regain control. Her hands felt clammy, her heart hammered against her ribs. She was suddenly acutely aware of every detail of the room: the bright lights, the swirling patterns on the dance floor, the perfume of the other guests.

She busied herself with rearranging a napkin, her movements jerky and unnatural. She wanted to disappear, to dissolve into the background. The familiar faces of her friends offered no solace, no comfort. She felt alone, adrift.

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