The email notification was a dull thud in Maya’s inbox. Another inventor had patented a wearable device that could translate animal vocalizations into human language. All her work. She had been so sure. The realization hit her with a sudden jolt, like a punch to the chest.

She closed her laptop, the screen reflecting her own blank expression. She felt a burning sensation behind her eyes. She wanted to yell but she couldn't. She grabbed her sketchpad and ripped out the pages, tearing them into tiny pieces.

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