The familiar scent of his wife’s perfume, usually a source of comfort, now felt like a taunt. He’d learned the truth just moments before they returned from a weekend away. Now, his wife was gone. The house felt empty. The thought of the old man’s suicide within these walls was overwhelming.

He ran a hand through his hair, his fingers finding purchase. He felt a hollowness in his chest, an emptiness that stretched to fill the rooms. He looked around, seeing the furniture, the pictures, the details of their lives.

He sat down, his shoulders slumping. He felt a profound sense of loneliness. He felt like a stranger in his own home. He closed his eyes, his world gone still.

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