Sarah ran her fingers over the faded surface of the image. Her grandmother, famous for her charitable works and unwavering moral compass, was caught at a gambling table, a stack of chips in front of her, an intense expression on her face. Sarah’s breath caught in her throat.

She felt a wave of nausea. The world around her seemed to spin, making her head throb. She had always idolized her grandmother. The image of the woman in the photograph was so contrary to everything Sarah knew. "How could this be?" she whispered, the words barely audible. She felt a desperate need to understand, but she couldn't move, anchored to the spot.

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