“Grandpa’s fishing rod?” Leo echoed, his voice barely a whisper. His cousin, eager and bright-eyed, was already picturing the profit. “It’s been gathering dust in the garage.”

Leo’s throat closed up. He remembered Grandpa, his weathered hands, the quiet hours spent on the lake, the shared secrets. The garage, usually a place of comfort and familiarity, now felt alien and cold. He imagined the fishing rod, sold, discarded, its purpose forgotten. He felt a deep ache in his chest, a yearning for something he couldn't name. He turned away, suddenly desperate to escape the conversation, the reality.

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