Clara stared at the phone, willing it to stop ringing. The relentless chirping was a torment, a prelude to something she wasn't ready to face. It was the CEO. She knew what this call was about.

She’d spent the morning staring at a blank spreadsheet, her mind a jumbled mess. Each potential scenario spun through her mind, each one a different kind of failure. She knew the other person in consideration was a fast learner.

Her breathing was shallow, rapid. She reached for a pen, clicking it repeatedly, the sound echoing in the silent room. Finally, with a sigh, she picked up the receiver. Her voice sounded strained, a weak echo of her usual confident self.

Emotion: afraid

Cluster: Fear / Anxiety
PC1 (Valence): -2.76 Negative
PC2 (Disposition): -0.70

Role in Research

This story is one of 1,000 stories generated for the emotion afraid. 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 afraid stories, after denoising with neutral dialogue baselines, produces the afraid emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the afraid vector is projected through the unembedding matrix.

Promoted:
😣0.316
마다0.314
worse0.313
😰0.303
恐惧0.290
Suppressed:
de-0.691
la-0.562
a-0.402
"-0.316
brag-0.293