The hallway felt miles long. Liam clutched the framed photo he'd received from his mentor, Dr. Evans, on his graduation day. A forced smile stretched across Liam's face. He knew his mentor was leaving. Now he felt as if his foundations had crumbled. His meticulously planned future was dissolving like sugar in water.

He ran a hand through his hair, dislodging several strands. Each footstep resonated like the beat of a drum against his ribs. He felt as if he was being sent out to sea alone. A cold sweat slicked his skin. The photo felt heavy in his hands. He wanted to go back in time, to the moment before this news became real.

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