Agnes slammed the magazine onto the counter, the glossy pages flapping indignantly. A full-page spread featured "Chef Antoine's Lavender-Infused Shortbread," a delectable treat she recognized instantly. Years ago, in her tiny, now-defunct bakery, she’d perfected that very recipe. A flush heated her cheeks. Her hands clenched into fists, the nails digging into her palms. The audacity! She’d poured her heart, soul, and countless batches of butter into that creation. The recipe was her legacy; it was her grandmother's recipe. Antoine was a charlatan, profiting from her work.

The kitchen, usually a haven of warmth and floury smells, felt suddenly sterile and cold. She paced the small room, the linoleum squeaking under her rapid strides. She remembered the precise proportions, the perfect temperature, the way the lavender bloomed in the finished product. How dare he? She reached for her old recipe book, its pages stained with time and love, a physical echo of her anger. She needed to look at it, to validate her memory.

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