He’d saved the notification for last, fearing what it might contain. When Marcus finally opened the email, the words blurred. His vision swam. He’d pinned so many of his hopes on this scholarship.

He was in the library, surrounded by the quiet rustle of pages. But the silence felt deafening. He couldn't concentrate. He felt a tingling sensation in his fingers, as if his body were about to reject him.

He slammed his laptop shut, the sound startling the nearby students. He needed to escape. He gathered his things with trembling hands and rushed out, barely registering the library's quiet disapproval.

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