He stared at the program, the glossy paper practically mocking him. "A Tribute to David's Dedication." The words seemed to jump off the page, taunting him. The party felt like an elaborate charade. He imagined his father, always so focused on his career, never really *seeing* him.

His palms were clammy as he approached the podium. The laughter and chatter of the crowd faded to a dull roar. He cleared his throat, but the sound felt thin, inadequate. He spoke about his father's achievements, his successes, but his words felt hollow, like empty promises.

He noticed his sister watching him from across the room, a look of sympathy on her face that only added to the internal strain. He cut the speech short, unable to continue. The world seemed to tilt on its axis as he retreated, the cheers of the crowd chasing him from the room.

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