"So, you're the one giving the speech, huh?" The relative's words, delivered with a casual air, were like a punch to the gut. It had always been this way. He, always overlooked. Always second best. He forced a smile and offered a noncommittal response.

Later, at the podium, his vision blurred. The room seemed to tilt. Every word felt like a poisoned dart, aimed not at his parents, but at himself. He saw his siblings, their faces alight with genuine affection, and felt a wave of nausea wash over him.

He read the speech, monotone. When he sat down, he didn't join in the applause.

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