From behind her, the clatter of the busy restaurant suddenly became an obnoxious noise. Liam found himself wanting to cover his ears. He stared at the news story on his phone, the headline screaming the truth he didn't want to accept. His idol, the celebrated novelist, Sarah Croft, had plagiarized his work. A tight knot formed in his stomach. His head began to ache.

He couldn't meet anyone's eyes. He felt a growing sense of shame, as if he, somehow, was to blame. He pushed his plate of food away, the uneaten meal a testament to his lost appetite. He focused on the patterns in the tablecloth, desperate to distract himself from the gnawing pain in his chest.

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