“He just… left,” Clara mumbled, her voice catching. She stared at the pristine, untouched garden her grandmother had tended for so long. The roses, normally bursting with color, seemed to droop. Each morning for years, Clara had come to her grandmother, learning the secrets of the plants. No farewell, just a note tucked under a terracotta pot. It simply read, “The soil is yours now, love.” The words felt hollow, inadequate to fill the sudden, gaping space in her life. She pressed her lips together, her fingers tracing the rough edges of the note.

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