The scent of gasoline and old tires hung heavy in the air. Maria was browsing through a collection of tools when she caught sight of him. Sitting forlornly on a chipped plastic chair, was her Teddy.

She felt a chill, despite the heat of the day. Her hands began to tremble. Her throat closed up. The world around her seemed to shrink.

She pointed to the bear, her voice barely a whisper, “How much?”

She paid for him, hardly noticing the amount. She was overwhelmed with a mixture of sadness and confusion. Her knees felt weak. She stumbled as she walked away, clinging to her bear.

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