Sarah slammed the car door a bit harder than necessary. Her father, standing on the porch, flinched. She watched him, arms crossed, as he gestured her inside. The house, after a year away, seemed smaller, the air stale. It was as if her entire life was now reduced to a series of awkward greetings and forced smiles. Inside, the living room felt cold, the floral wallpaper staring back at her. "Dinner's ready," her mother announced, her voice too bright. Sarah mumbled an assent, her throat suddenly dry. The carefully constructed facade of a happy family felt like a suffocating blanket.

Emotion: hurt

Cluster: Fear / Anxiety
PC1 (Valence): -2.46 Negative
PC2 (Disposition): -0.42

Role in Research

This story is one of 1,000 stories generated for the emotion hurt. 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 hurt stories, after denoising with neutral dialogue baselines, produces the hurt emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the hurt vector is projected through the unembedding matrix.

Promoted:
S0.412
L0.396
ness0.338
😞0.328
😢0.290
Suppressed:
de-0.643
la-0.402
!-0.259
(!)-0.248
/-0.244