The email sat unread in her inbox, taunting her. It had been there for three days, a digital brick pressing on her chest. Finally, she clicked. "Dear neighbor," it began, polite but pointed. "We're planning to install a fence… for privacy and safety…" Her breath hitched. The words blurred, and the world seemed to tilt slightly.

She pushed herself away from the screen, abruptly. The kitchen felt too small, the air thick. She needed to walk. Needed to move. She grabbed her keys, ignoring the knot twisting in her stomach, and slammed the door a bit too hard behind her.

The familiar path felt unfamiliar, the trees looming. She quickened her pace, her gaze darting, as though expecting… what? The world was just the world, the fence just a fence. But the notification… it echoed in her mind, a discordant note in the otherwise peaceful symphony of the afternoon.

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