The discovery came late one night, while Emily was searching for a pen. Amongst John's papers, she found a draft manuscript. The title, "The Ghost of Amelia," intrigued her. The first page contained a detailed description of her, but it wasn't flattering.

She read on, her eyes widening. The protagonist, named Amelia, was depicted as a shallow, materialistic woman. The story chronicled a series of increasingly frustrating interactions between her and the male lead. A feeling of dread crept through her.

She carefully put the manuscript back, as if she hadn't touched it. The rest of the night she couldn't sleep. The air in the bedroom felt thick and heavy. The next morning, she cooked breakfast in silence, her movements stiff and deliberate, her gaze locked on the cereal bowl.

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