The words on the page seemed to vibrate, mocking her. Clara felt a cold wave wash over her, followed by a searing sensation in her gut. She’d always been a good tenant, paid her rent on time, kept the place immaculate. What could they possibly have against her?

She slammed the notice onto the table. The small kitchen suddenly felt too small, the walls closing in. She marched to the window, throwing it open, gulping the cold air.

She pulled out her phone, immediately dialing. “I am not moving!” she spat into the receiver.

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