The box smelled of lavender and old perfume. Sarah pulled the list out gently, her hands trembling. ‘Visit Paris.’ Her grandmother, who had never left the county. ‘Learn to paint.’ This was a woman who spent her life knitting and baking. A strange jolt went through her body.

Sarah looked around at the meticulously kept house, the embroidered doilies, the perfect flowers in vases. It was a world of order and routine, a life carefully curated. And behind it, this hidden yearning. She stumbled backward, bumping into a table.

She picked up the list, her vision blurred. It felt like a riddle she desperately needed to solve. The silence in the room was deafening. The revelation of the list had left her feeling adrift.

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