The bus ride home felt agonizingly slow. The rumble of the engine, the stop-start motion, amplified her inner turmoil. She could feel the stares of the other passengers, judging her, knowing. The reality of it all was overwhelming.

She clutched her worn tote bag, its familiar weight a meager comfort. She hated feeling this vulnerable, this exposed. The city lights blurred outside the window, transforming into streaks of vibrant colour that seemed to mock her.

She got off the bus, the cool evening air stinging her cheeks. There, standing on the sidewalk, was her friend, Chloe. She had seen Chloe's reaction to getting the job.

β€œHey,” Chloe said, hesitant, β€œyou okay?” The question felt like a needle.

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