The bright lights of the shopping mall were a brutal assault on Eleanor’s senses. The cheerful chatter, the blaring music, the jostling crowds – it was all too much. She clutched her purse tightly.

Her mother, ever the optimist, was happily browsing the sale racks, seemingly oblivious to Eleanor’s growing distress. Everything was amplified, the noise, the smells, the close proximity of strangers.

She felt her breath grow shallow, and a wave of dizziness washed over her. She tugged at her mother’s sleeve, needing to escape, to be anywhere but here. The world seemed to be closing in.

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