The listing described the house as “move-in ready,” a phrase that set her teeth on edge. Emily stared at the screen, a tremor running through her hands. The hardwood floors, gleaming in the photos, were the same floors she’d spent hours polishing with her mother.

She sat straighter in her chair, a sense of mounting frustration prickling at her skin. The new owners would never know the stories held within those walls. They would never appreciate the history, the love, the memories that soaked into the very fabric of the house.

She imagined them, the strangers, moving in, their lives, their furniture, taking over. She suddenly felt an urge to protect the house, to warn it. An itch started on her back.

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