A wave of nausea washed over Thomas as he stood before the locked door to the research lab. Dr. Chen, his supervisor, his confidante, the person who had shaped his career, had simply vanished. An email, a curt dismissal from the university. Nothing more. Thomas’s hands clenched into fists, the knuckles turning white. He felt a burning sensation behind his eyes. He walked away from the locked door, his footsteps echoing in the empty hallway, the silence screaming louder than any spoken word.

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