The calla lilies, pure white and elegant, sat on the hospital bedside table, a stark reminder of her condition. Anna stared at them, a knot forming in her throat. She found herself growing more and more agitated.

They were beautiful, certainly. But their presence felt like an unwanted intrusion, a blatant lack of understanding. A stranger had sent them; she had no idea who. She wanted to hurl them across the room.

She closed her eyes, trying to control her racing thoughts. How dare they? She felt a wave of frustration, the feeling bubbling up inside of her. She took a deep breath. She could feel a tear roll down her cheek.

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