"This isn't real, is it?" Alex asked, his voice barely a whisper. He held the open book in front of him, the words on the page blurring slightly. His partner, Chris, was the main character. He was depicted as someone weak, easily manipulated, and ultimately, unlovable.

He remembered the late nights Chris spent at his laptop, the secret tapping of keys. He’d just assumed it was work. A wave of bitterness washed over him. He felt as if a hand had reached into his chest and squeezed his heart.

He couldn't meet Chris's eyes. He retreated to the living room and sat on the couch, staring blankly at the television screen. The images flickered and danced, but he saw nothing. The silence in the apartment echoed the hollowness he felt inside.

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