The paper crackled in her trembling hands, the red ink a harsh splash against the pale blue. A 'C-'. Her stomach twisted, a cold knot forming in her gut. She’d spent weeks on this project, sacrificing sleep, missing social gatherings. All for a grade that felt like a slap in the face.

She crumpled the paper, the edges digging into her palms. A wave of heat washed over her, making her cheeks flush. The library, normally a sanctuary of calm, suddenly felt stifling, the air thick with judgment. Tears pricked at her eyes, blurring the spines of the books.

Her friend, Liam, approached, a cheerful smile on his face. "Hey, Maya! How'd the essay go?" She could only shake her head, the lump in her throat making speech impossible. He looked confused, then concerned. She turned and fled, the sound of his questioning voice echoing in her ears.

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
πŸ˜₯0.272
😣0.271
own0.264
Suppressed:
la-0.679
de-0.660
a-0.281
"-0.280
(!)-0.242