The air in the living room felt thin and brittle. Her husband, George, had revealed he was joining a new, charismatic Christian group. She felt a jolt of shock, quickly followed by a dull ache in her temples.

She had never been particularly religious, but George's faith had always been a quiet, comforting presence in their lives. This felt different, extreme. She stood up abruptly and walked to the window, the movement stiff and jerky.

The world outside seemed overly bright, the leaves on the trees a vibrant, mocking green. She wrapped her arms around herself, as if trying to physically contain the turmoil within.

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