The email pinged, a sharp, unwelcome sound in the silent apartment. It was from the landlord, reminding her about the rent, due in a week. Liam ran a hand through his already disheveled hair, the gesture failing to soothe the rising knot of anxiety in his chest. Across the street, the newly-renovated house of the Millers – complete with a wrap-around porch and a gleaming new car – was a constant, painful reminder of his own precarious financial state. He felt a sudden, inexplicable urge to hide, to disappear. He didn’t want to see anyone, talk to anyone, face another day.

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