The doorbell's chime was a shrill, unwelcome intrusion. Sarah peeked through the peephole. A delivery driver, holding a large, rectangular box. Her stomach churned. She'd been jumpy all day, ever since that phone call from the hospital. The package was addressed to "J. Davies," the previous tenant.

She took a step back, her back hitting the cold wall. She felt like her heart had leaped into her throat. This was not the day for unexpected visitors.

"Just leave it," she croaked through the closed door, her voice sounding thin and reedy. The driver just left it anyway, right on the doorstep. Sarah, barely breathing, peered through the peephole again, then slowly, very slowly, unlocked the deadbolt.

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