Mr. Davies was already halfway through a Monday morning of grading when a small box appeared at his door. A school secretary had placed it there, and it wasn’t clear where it had come from. The world felt overwhelmingly noisy to him today. Each errant pencil tap, the chatter from the hall, felt as sharp as a shard of glass.

He sighed, the sound catching in his throat. He picked up the box, his fingers unsteady. He recognized the sender: Emily Carter, a student from five years prior. She'd been a quiet girl, often lost in her own world.

Inside, nestled in soft packing peanuts, was a book of poetry. A single, dog-eared bookmark resided in the middle, marking a poem about a quiet garden. He blinked, a strange ache blossoming in his chest, and his eyes started to sting. He turned away from the door, feeling the sudden, overwhelming need to be alone.

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