The morning had been a trial. The principal had issued yet another mandate, and the students had been unruly. Mr. Evans closed his eyes, the fatigue burrowing into his bones. Even the sunlight streaming through the window seemed too bright, too intrusive.

A messenger delivered a box. He didn't recognize the sender. Inside the box was a collection of his favourite teas, and a card. It was from a student, Sarah, who had dropped out of school two years ago.

The card simply said, "Thank you." He gripped the edge of the desk, the words echoing in his mind. He sat and stared at the box. His throat felt tight.

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