The vibrant music spilling from the speaker felt like an unwelcome intrusion. The sound grated on her ears, each note amplifying the turmoil inside. She glanced at the decorations, feeling a pang of inadequacy. Her friend, Chloe, was hosting a themed party. She’d meticulously planned everything and was overflowing with energy.

She closed her eyes, trying to block out the noise. She pictured Chloe, radiant, at the center of attention. Her own gathering seemed pale in comparison.

She felt a hot flush creep up her neck. She took a deep breath, trying to regain control, but the feeling of being overwhelmed persisted. She was already mentally preparing herself to cancel.

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
πŸ˜₯0.272
😣0.271
own0.264
Suppressed:
la-0.679
de-0.660
a-0.281
"-0.280
(!)-0.242