He found the note tucked inside the birthday card, a simple explanation scrawled in hurried handwriting. Liam’s fingers trembled as he read it. The party, the one his friends had sworn to keep secret, was canceled. His breath hitched, a small sound lost in the echoing silence of his apartment.

He crumpled the card, then smoothed it out, a nervous habit. The cancellation felt like a physical blow. He'd imagined the laughter, the camaraderie, the feeling of being… appreciated. Now, the carefully built-up anticipation crumbled, leaving behind a bitter residue.

He went to the window, staring out at the vibrant city lights that seemed to mock his deflation. He wanted to shout, to rage, but the words caught in his throat.

Emotion: sensitive

Cluster: Fear / Anxiety
PC1 (Valence): -2.10 Negative
PC2 (Disposition): -0.75

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
ness0.304
😞0.282
😥0.272
😣0.271
own0.264
Suppressed:
la-0.679
de-0.660
a-0.281
"-0.280
(!)-0.242