He stared out the window of his history lecture, the late afternoon sun casting long shadows across the campus. The professor droned on about the French Revolution, but David couldn’t focus. He replayed the Provost's words in his head: "Financial constraints… unsustainable operations… closure." He felt a coldness creep into his chest.

The weight of the impending announcement settled on him. He wanted to shout, to throw something, to just break the silence, but he couldn't. His fingers tapped a restless rhythm against the desk. He didn’t want to go back to his crummy apartment. He needed to avoid people.

He was the first in his family to go to college. Now, for what?

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