"I just... I don't know," Mark muttered, pushing his plate of half-eaten pasta away. His mother raised an eyebrow, but he couldn't meet her gaze. Mr. Evans, his drama teacher, had begun following him on Facebook. Mark, who prided himself on his privacy, felt a shiver of unease run down his spine.

He felt like his thoughts were suddenly visible, his online activity subject to scrutiny. He spent the evening alone in his room, unable to settle on anything, the silence punctuated by the erratic tapping of his fingers on his desk. He found himself looking at the clock every few minutes, wanting it 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