The air was stagnant. He watched as the HR representative introduced him to his replacement, a young man named Alex, and the new hire offered a hearty handshake. Richard watched, his mouth clamped shut, his eyes fixed on the blank computer screen.

He didn't want to show Alex anything. He didn't want to explain the shortcuts he'd learned, the tricks he'd mastered. He kept his responses short, his demeanor tight. Alex's enthusiasm seemed to grate on him.

Later, at home, the silence of his apartment felt suffocating. He turned on the television, but the images blurred before his eyes. He sat there, staring at the screen, for a long time.

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