The world seemed to sharpen around Clara as she read the words. The crispness of the paper, the stark black ink, the sterile language - all of it was unbearable. The rejection letter from "Literary Lights" felt like a physical blow. She clutched the letter, her knuckles bone-white.

A wave of heat flushed her cheeks. She felt a burning behind her eyes, the familiar sting of impending tears. She abruptly stood up, her chair scraping harshly against the wooden floor. She needed to escape the suffocating closeness of her small writing nook.

She stumbled towards the front door, pulling her coat on blindly. The air outside was cold, but it felt good against her flushed skin. She walked, head down, without any particular direction. She needed to be alone, to disappear. Each footstep was heavy, as if she were trudging through quicksand.

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