The sterile white of the hospital waiting room seemed to amplify the echo of disappointment inside Mark's chest. He'd envisioned this moment, the moment his novel, dedicated to his ailing mother, would be on bookstore shelves. Now, the publisher’s polite refusal felt like a fresh wound.

He ran a hand through his hair, the gesture clumsy and automatic. He glanced at his mother's frail form, sleeping in the hospital bed, and felt a surge of helplessness. His carefully constructed facade of optimism, the one he had nurtured to help his mother, threatened to crumble.

He wanted to scream. He wanted to weep. Instead, he forced a smile as the nurse called his name.

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