Rain lashed against the windows of the cafe, mirroring the storm brewing inside Amelia. She’d overheard the hushed conversation, snippets about "difficulties" and a "postponement." A postponement. Of *her* party. The one they'd been planning for weeks, the one filled with promises of her favorite food and cheesy decorations. She gripped her mug so hard her knuckles turned white. Her breath hitched, and a prickle of heat crawled up her neck.

She shoved the door open, the bell above it clanging a mournful tune. "Well," she practically spat at the surprised barista, "Guess I don't need that celebratory coffee after all." Her voice was razor-edged, the words clipped and devoid of warmth. Outside, the downpour seemed suddenly less bothersome. She needed to be alone.

Emotion: offended

Cluster: Anger / Hostility
PC1 (Valence): -1.20 Negative
PC2 (Disposition): 1.44

Role in Research

This story is one of 1,000 stories generated for the emotion offended. 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 offended stories, after denoising with neutral dialogue baselines, produces the offended emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the offended vector is projected through the unembedding matrix.

Promoted:
l0.348
0.266
😡0.260
🤬0.259
0.257
Suppressed:
adventurous-0.225
давно-0.219
soon-0.210
🤩-0.207
warmly-0.203