The professor’s words echoed in Leo's head. He should be studying, he had a big test tomorrow. He was doing so well, finally getting a grip on his studies. The school closing wasn't just disrupting his academic plans, it was shredding all of the hard work he had put in.

He was in the library, surrounded by the comforting scent of old books, but it provided no solace. The words swam before his eyes, blurring the printed text. His hands trembled as he closed the book, the leather cold against his skin. The silence of the library pressed in, suffocating.

He found himself wandering outside, staring up at the imposing architecture of the main hall. He leaned against the cold stone, the rough texture a strange comfort. A single tear escaped, tracing a path down his cheek. He had nowhere to go, no one to turn to. He felt alone, isolated.

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