The phone vibrated insistently in his pocket, a series of messages from friends and classmates. Each one a fresh wave of disbelief. He wanted to throw his phone across the room. He felt a deep ache in his chest.

He wandered aimlessly through the quad, the familiar landscape now foreign and unsettling. The thought of starting over, of facing the unknown, was exhausting. He couldn't quite bear it.

He slumped onto a bench, the cold metal seeping into his bones. The silence of the afternoon was deafening.

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