The roses were a rich, dark burgundy. They had been left on the stoop, no card in sight. Her heart was hammering, a frantic rhythm against her ribs. She brought them inside, her movements jerky.

She placed them on the table, then stepped back, as if afraid of getting too close. The scent, initially pleasant, now felt heavy, almost oppressive. She felt a profound sense of isolation.

She moved from window to window, pulling the curtains closed. The apartment plunged into shadow, but she didn't feel safer. The darkness only amplified her unease, making the silence louder.

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