The coffee shop buzzed around Maya, but the noise faded into a distant hum. She’d been enjoying a rare Saturday morning, until her friend, practically squealing, pointed out her essay on a popular college admissions blog. Maya’s face burned. The essay was intensely personal; a story she rarely shared. She felt a sharp pang of embarrassment, followed by a surge of anger.

She grabbed her coffee, the ceramic cup suddenly cold against her trembling fingers. She took a large gulp, the hot liquid doing nothing to soothe the fiery feeling in her chest. She stood abruptly, knocking over her chair. The noise startled a few people, but Maya didn't register them. She needed air, to escape the suffocating feeling.

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