The old, wooden rocking horse, a childhood companion, stood silent and still in the attic. His sister wanted to sell it. The weight of the news settled heavily upon him, his limbs growing heavy. He had tried to hide how he felt but it had been a foolish endeavor.

He climbed the creaking stairs, the dust motes dancing in the sunlight filtering through the attic window. He placed his hand on the horse's flank, its paint chipped and faded, a testament to years of playful rides. He closed his eyes, the scent of aged wood and forgotten summers filling his senses.

He felt the familiar sting behind his eyes, the pressure building, as he struggled to maintain composure. He struggled against the flood of memories. He wanted to go back.

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