The kettle whistled, a shrill, insistent sound that grated on Clara’s nerves. She ignored it, her gaze fixed on the empty space where her vintage convertible had been parked all night. The metallic gleam of the chrome, the cherry-red paint – all gone.

She wrapped her arms around herself, as if trying to physically ward off the chill that had settled deep within her. The steam from her neglected tea cup fogged her glasses. She let them drop to the counter.

The apartment felt so big now, so empty. Each step echoed, a hollow sound against the hardwood floor. She grabbed her phone, her fingers fumbling with the screen. She wanted to call someone, anyone, but the list of contacts offered no solace. Her voice would crack, she knew it would. She just wanted the day to be over.

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