He’d always envisioned their future, Ben and Leo, side-by-side. Now, Leo was leaving. Across the country. The news had dropped like a lead weight in his stomach. He’d tried to crack a joke, something about missing him, but the words felt brittle and hollow. Back in his apartment, he kicked a box across the floor, the sound echoing in the sudden quiet. He slumped onto the couch, staring at the empty space where Leo’s backpack usually sat, a daily fixture. The thought of losing their impromptu Friday night pizza and movie nights, the shared secrets, felt like a physical blow.

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