The aroma of lavender and old paper filled the room. The letter, in his grandfather’s elegant script, detailed a decision that went against everything he thought he knew about the man. He’d always believed his grandfather’s stories about overcoming obstacles to build the family business. Now, this letter exposed a flaw, a choice made decades ago.

He ran his fingers over the words, tracing the loops and flourishes of his grandfather’s handwriting. A bitter taste filled his mouth, a metallic tang that lingered on his tongue. He felt an intense pressure building within his chest, a sense of confinement.

He stood up, pacing the small space, his thoughts racing. The world seemed to shrink around him, the walls closing in. He felt a deep sense of disappointment, a profound sense of having been misled.

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