He hadn't slept, but when the alarm finally blared, it was the sound of a funeral bell. The news had felt like an injury. He stood in the shower, the hot water doing nothing to soothe his knotted muscles. His thesis advisor, Dr. Bell, had accepted a position elsewhere.

He ran his hands over his face, as if he could scrub away the weariness. His plan, his dream of finishing his PhD under Bell's tutelage, now lay in ruins. He felt a hollowness in his chest, a sense of loss that defied description. He scrubbed at his skin until it was raw.

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