The vibrant colors of the clinic’s waiting room seemed to mock her. Emily had just discovered her file contained the record of a different person. An angry, frustrated tension seized her body. She found herself struggling to control the tremors in her hands.

She sat rigid, her back straight, as the doctor nervously re-explained the situation. He tried to offer reassurances, but they rang hollow. She felt a profound sense of unease.

Without another word, she abruptly stood up, making a beeline for the exit, leaving the doctor mid-sentence. She grabbed the first taxi, not even caring where it was going. She needed to be anywhere but there.

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