The university portal blinked its denial on the screen. A wave of exhaustion washed over Daniel, even though he'd been fully expecting it. He hadn't slept well in weeks. He rubbed his eyes, trying to clear the blurry vision, and leaned back in his chair.

A tightness gripped his shoulders. He felt a dull ache behind his eyes, a familiar sign. The weight of his responsibilities – his family, his job – pressed down on him, suffocating him. He'd poured himself into this application.

He stood up, shoving the chair back with a scrape. He needed space. He needed to breathe. He wandered into the kitchen, the sunlight too bright, and reached for a glass of water, his hand shaking slightly.

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