"Finally," she muttered under her breath, a nervous habit that she'd been trying to break. The front door had opened and closed several times, each time a disappointment. When the flowers arrived, she felt an unsettling mixture of relief and anxiety wash over her.

She examined the arrangement carefully, a meticulous scan for any clue. A single red rose, placed atop a bed of baby’s breath. No note. No signature. She chewed her lip, her heart pounding.

She felt a wave of loneliness, a hollowness that seemed to echo in the empty rooms of the house. She sat on the couch, the rose feeling like a weight in her hand.

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