He found it wedged between two gardening books – his father's bucket list. The paper crackled in his trembling hands. "Learn to play the guitar." A bitter laugh escaped his lips. His dad had always insisted on lessons for him, never expressing any interest himself. Now, this.

The kitchen felt cold, even with the oven running. He tossed the list onto the counter, his shoulders slumping. It felt as if a weight was pressing down on him, making it hard to breathe. All those years, the lectures, the advice, and his father had been harboring a secret dream.

He picked at a loose thread on his jeans, a nervous habit he hadn't realized he still had. He stared out the window at the garden, his father's carefully tended roses a stark reminder of the man he’d never truly understood.

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