The board meeting had ended, the decision made. Chloe felt as though the blood had drained from her face. Daniel was being appointed Head of Communications. For months, she'd tirelessly prepped for this moment, crafting brilliant presentations, building relationships with key stakeholders. But the final decision favored Daniel, who was known for playing the political game.

She stood frozen, her hands clammy, as everyone started filing out.

Later, she found herself staring at her reflection in the bathroom mirror. Her face was pale, her eyes wide and haunted. She splashed cold water on her face, but it did nothing to soothe the burning sensation in her cheeks.

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