“Congratulations, you’ve been reassigned.” The sentence echoed in Michael’s ears. He was moved from the project management team to the data entry department. He hated data entry. He felt as though a rug had been pulled out from under him.

He could feel his face flush. He forced a smile but it didn’t reach his eyes. His coworkers tried to offer support, to soften the blow. He gave vague replies. He found his throat constricted.

After the meeting, he went back to his desk and stared at the screensaver. The vibrant image of the team he was leading felt taunting. He pushed back his chair and buried his face in his hands.

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