Liam stared at the notification, his breath catching in his throat. Mr. Davies, his art teacher, had liked his recent post. It was just a painting, something he’d poured his emotions into after a bad day. Now, a cold dread spread through him. He deleted the post instantly, fingers fumbling over the screen.

He’d always felt a pull toward the man, a deep admiration for his talent and gentle nature, and then a creeping fear. This felt like a violation. He started skipping art class.

When he was forced to return for a critique, his face was pale. The usual vibrant colors of his paintings were replaced with muted, somber shades. Mr. Davies’s praise felt suffocating, his gaze too intense. Liam mumbled responses, desperate to escape the room.

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