The doorbell chimed, a cheery sound that seemed completely out of sync with the knot forming in Eleanor’s stomach. It was the mailman, delivering the dreaded invitation. She gripped the cold doorknob, forcing herself to open the door, then took the envelope with a hand that wasn’t quite steady.

She went to her bedroom, sat at the edge of the bed, and stared at the door. Twenty years… so much had happened. She wished that her husband was home. He had a way of easing her worries. She picked up a framed picture of her and her husband and began to hug it, closing her eyes.

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