"The old tea set?" she asked, her voice cracking. Her brother, a man of business and practicality, simply nodded, his eyes scanning the appraisal document.

The delicate porcelain cups, each painted with a tiny floral design, were a link to her mother, to countless afternoon teas and whispered conversations. She felt a searing pain in her chest, a physical manifestation of the emotional upheaval. She closed her eyes, trying to block out the sterile atmosphere of the room, the insensitive words. A single tear escaped, tracing a path down her cheek.

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