The realtor, a woman with perfectly coiffed hair and a practiced smile, had practically skipped onto the property, her voice bubbling with enthusiasm about "potential." Amelia, however, could barely bring herself to utter a word. Her throat felt constricted, making her want to choke. The woman spoke of square footage and property value as if they were discussing a common commodity.

She'd lived here her whole life, every single brick of the place was woven into the fabric of her being. The vibrant blue paint on the shutters, the overgrown rose bushes, the uneven flagstones of the walkway: all these were testaments to her life's journey. Now, she was a stranger in her own past.

Amelia’s hands trembled as she reached for her purse, wishing to escape. The realtor pointed to the "dated" kitchen, and Amelia felt a stab of fury. Dated? This kitchen had witnessed countless family dinners, holiday gatherings, and late-night chats. It was a sacred space.

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