“What the hell?” Liam’s voice was a harsh whisper, laced with disbelief. He stood rooted to the spot, staring at the empty driveway. His jaw dropped.

He felt a sudden, sharp stab of coldness, a chill that had nothing to do with the morning air. He closed his eyes for a moment, hoping it was all a dream, a bad joke. But when he opened them, the emptiness remained.

He ran a hand through his hair, mussing it further. He felt a burning sensation in his eyes, a stinging pressure behind them. He wanted to collapse, to crumple to the ground. He had a bad feeling in his stomach, as if it was already trying to digest the day's events.

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