He saw the notification as he sat down in his favourite chair. It was from "Laura Stevens." David felt a cold spot form in the pit of his stomach. A familiar tightness constricted his throat. He immediately closed his laptop.

He walked over to the record player and put on a record. His movements felt slow, deliberate. He found himself avoiding his reflection in the window.

He turned up the volume, trying to drown out the noise in his head. But the music couldn't quite reach the core of the feeling, the lingering echoes of cruelty.

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