The initial thud was what got to Clara. A sickening, resonating *thump* that vibrated through the floorboards. She had been reading, immersed in her book, but that sound stole her focus instantly. She jumped, her grip on the paperback loosening.

She found herself checking the lock on her front door, as though the noise was a threat. She paced the living room, her movements jerky and erratic.

The rhythmic pounding from next door was a constant irritant, a reminder of the fragility of the peace she craved. She felt a growing sense of unease that she couldn't explain.

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