The overly enthusiastic DJ's voice grated on Fiona’s nerves. She hated weddings. She especially hated *this* wedding. When he walked in, she got a lump in her throat.

She found herself clutching her purse tightly, as if it were a shield. She felt the urge to flee, to disappear into the night. She took a deep breath, trying to regain control.

She retreated to the far corner of the room, pretending to be engrossed in a conversation with her aunt. Her responses were clipped, her words strained. She took another gulp of her drink. Each second felt like an eternity.

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