He stared at the faded photograph of the previous owners, a smiling couple, now forever linked to something so dark. Mark felt a knot tighten in his gut. The detective, a stoic man in a rumpled suit, confirmed his suspicions. The cheerful facade of his charming bungalow concealed a gruesome secret. He wanted to shout, to rail against the injustice of it all.

He found himself running his hand across the smooth, polished surface of the dining table, the very table where... he couldn't even finish the thought. The air in the room felt thick, suffocating. He hated the thought of strangers, of death, having violated his space. He felt a deep, abiding resentment towards everyone involved.

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