The room seemed to shrink around Sarah. The message, meant for her best friend, detailing the latest relationship drama, had been sent to the center of that drama, her boyfriend. Her face burned. Her vision blurred. She felt a cold tremor pass through her.

She had to fix this, she thought frantically. She had to explain. But what could she even say? The words, now sent, spoke for themselves. She felt a knot of dread tighten in her stomach. She knew she'd hurt him, and she knew the consequences would be real. She felt like she could pass out.

She sat motionless for a moment, staring at the phone, as if it held the key to the universe. Eventually, she made herself stand. She needed to breathe, to think. She needed to face him. Whatever came next.

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