A wave of heat crashed over Emily as she read the letter. Everything around her swam into a watery haze. Her vision tunneled. She felt as though she was falling, plummeting into a vast, empty space. His office, previously a source of inspiration and guidance, suddenly seemed distant, unreachable.

She remembered the hours spent discussing her research, the shared laughter, the feeling of camaraderie. Now, all that seemed to be gone. The world seemed to have tilted on its axis, leaving her stranded and exposed. She clasped her hands together to stop them from shaking.

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