The apartment felt cavernous, the silence punctuated by the rhythmic ticking of the clock on the wall, each tick a hammer blow against Amelia’s peace. She had poured her heart out, describing how a cat would add joy to their home. Her roommate, Chloe, had simply shrugged, dismissing the idea with a wave of her hand.

Now, Amelia stood frozen in the hallway, the argument's aftertaste coating her tongue. She reached out and touched the wall, her fingers tracing the imperfections in the paint. The emptiness in the apartment felt particularly acute.

She retreated to her bedroom, closing the door carefully. Flopping onto the bed, she stared at the ceiling, trying to fight the stinging behind her eyes. The idea of food was repellent, her appetite completely gone.

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