It was the sudden vibration that did it. The whole house seemed to jump, and Maya’s heart leaped with it. She gripped the counter, trying to find her balance. That was when the hammering began. A frantic, rhythmic pounding that grated on her very soul.

"Oh, come on," she muttered, her voice barely a whisper. She found herself reaching for the phone, then thought better of it. Complaining wouldn't make it stop.

She felt a cold sweat prickling her skin. The relentless noise was like a physical presence, pressing down on her. She turned away from the window, unable to bear the sight of the activity next door.

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