"Well, here we are," Daniel said, his voice unusually hoarse. He cleared his throat. He felt off balance, unbalanced, like he was standing on a boat. His sister, Sarah, remained silent, her face a mask of carefully controlled emotion.

He pushed the door open, the hinges groaning in protest. He stepped inside, and the smell hit him, a potent mixture of age, wood polish, and something indefinable, something that reminded him of her. He felt a wave of dizziness wash over him. He gripped the doorframe, needing something to steady himself.

Sarah walked past him, heading straight for the living room. He followed, his steps unsteady. The furniture was covered with white sheets, the room draped in a ghostly stillness. He felt a sting behind his eyes, a tightness in his chest.

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