A tremor ran through Amelia as she scrolled through the online journal. There, on the screen, was her research, her painstakingly crafted arguments, the culmination of a year's work – but with Dr. Ramirez's name plastered across the top. She gripped her phone so tightly her knuckles whitened. The office, usually a haven of quiet productivity, suddenly felt stifling, the air thick with an invisible pressure. She wanted to scream, to lash out, but instead, she just sat there, frozen, staring at the theft of her intellectual baby.

Her stomach churned, a cold knot forming in her gut. She remembered the late nights, the sacrifices, the hours spent meticulously analyzing data, all for this. Now, it was Dr. Ramirez, the head of the department, who would receive the accolades, the recognition, the promotions.

She slammed the phone down on her desk, the sound echoing in the sudden silence. The vibrant posters and motivational quotes adorning her workspace seemed to mock her. Tears pricked at her eyes, but she blinked them away fiercely. She wouldn't give them the satisfaction. Instead, she rose, walked over to the window, and stared out at the bustling street below, a solitary figure amidst the crowd, utterly alone.

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