The vibrant tulips arrived this afternoon, a perfect arrangement. The delivery person asked if she wanted them placed on the counter. She had just nodded, the color draining from her face. She felt an unsettling chill spread through her as she closed the door.

She stared at the flowers for a long time. The bright hues felt too intense, too cheerful. The apartment was suddenly stifling. She opened a window, letting in the cool, evening air.

She reached for her phone, but stopped herself. It was a reflex, a desperate attempt to find answers. She didn't know what she was searching for. All she knew was that she felt irrevocably off balance.

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