The attic felt like a tomb. Sarah braced herself, her hand on the doorknob. She took a moment, trying to find her footing. The previous owners had been meticulous, according to the previous owner’s nephew.

The attic was stifling, the air thick with the smell of decay. The flashlight beam revealed a collection of antique dolls, their porcelain faces staring blankly ahead. A sudden dizziness made her grip the flashlight with both hands.

Her eyes landed on a music box. Intricate carvings decorated its wooden surface. She carefully opened the lid, a tiny tune tinkling in the silence. The melody was haunting, and she found it difficult to breathe, feeling a pressure in her chest. She snapped the lid shut.

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