The email sat in Amelia’s inbox, a stark white rectangle against the muted gray background. Subject line: “Congratulations! Your Essay Featured!” Her hands trembled as she clicked. Not congratulations, she thought, a cold knot forming in her stomach. It was *her* essay, the one she'd poured her soul into for the applications. Now, it was being used as an example, a lesson in effective writing for a new generation. A wave of nausea rolled through her. She slammed the laptop shut. The room suddenly felt too small, the air thick and heavy.

She walked towards the window, fiddling with the blinds. The mundane view of the apartment complex across the street brought no comfort. Her carefully constructed narrative, her deepest fears and aspirations laid bare, was now a public commodity. A knot in her chest tightened, making it hard to breathe. The feeling was all-encompassing, a crushing weight that left her feeling entirely defeated.

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