The relentless thrum of the train was making Maya feel ill, the steady rhythm vibrating through her bones. The close proximity of the other passengers, their intrusive smells and loud conversations, felt suffocating. She hunched deeper into her coat, wishing she could disappear.

Across the aisle, a young woman was fiddling with her bracelet. She held it up, displaying a small medical symbol. Maya was stricken. The woman’s skin was paper-thin. Her eyes darted around the cabin. She looked at Maya, and, with a subtle head nod, suggested, ‘I know.’

Maya felt a rush of… recognition. And then, a wave of… something else.

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