Rain lashed against the windows, mirroring the storm brewing inside Clara. The letter was clutched in her fist, crumpled and damp. It had been slipped under her door. The words swam before her eyes, blurring into an accusatory miasma. This apology, this sudden offering of remorse, after all these years felt like a cruel joke. Her lower lip trembled.

She paced the small confines of her apartment, her bare feet slapping against the cold floor. The scent of damp earth, carried on the wind, invaded the room, reminding her of the day everything had changed. The betrayal had ripped a hole in her world, and the scar still throbbed. She reached for the phone, then hesitated, her hand hovering in the air.

Emotion: upset

Cluster: Fear / Anxiety
PC1 (Valence): -2.30 Negative
PC2 (Disposition): -0.42

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.395
😞0.303
无法0.246
ness0.238
unable0.238
Suppressed:
de-0.533
la-0.457
l-0.223
😎-0.215
🤩-0.210